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[null,"Summary measures of health inequality"]
[null,"Automated calculation workbook"]
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[null,"The workbook has detected that your version of Excel has macros disabled. Macros are required for the workbook to work properly. Please follow instructions below to enable macros. \n\n- If there is a bar near the top of the screen reading 'Security Warning macros have been disabled', select 'Enable content'. \n\n- If this bar does not appear, click 'File', then 'Options', then 'Trust Center' then 'Trust Center Settings'. Select 'Macro Settings' and select the option 'Disable all macros with notification' and select OK. Close down Excel and reopen the workbook. A bar near the top of the screen should appear reading 'Security Warning: macros have been disabed', select 'Enable content'.  "]

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[null,"Summary measures of health inequality"]
[null,"Automated calculation workbook"]
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[null,"This workbook calculates up to 21 summary measures of health inequality based on user-inputted disaggregated data. Disaggregated data are health indicator data that are broken down by subgroups of a population, which are defined according to dimensions of inequality such as demographic, socioeconomic or geographic characteristics (e.g., age, sex, economic status, place of residence, subnational region). Summary measures of inequality summarise the amount of health inequality across population subgroups in a single number - which facilitates the comparison of inequalities over time and across different settings and indicators. ",null,null,null,null,null,null,null,null,null,null,"About"]
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[null,null,null,null,null,null,null,null,null,null,null,null,"How to"]
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[null,null,null,null,null,null,null,null,null,null,null,null,"Technical notes"]
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[null,null,null,null,null,null,null,null,null,null,null,null,"Glossary"]
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[null,null,null,null,null,null,null,null,null,null,null,null,"Data input"]
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[null,null,null,null,null,null,null,null,null,null,null,null,"Results"]

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[null,"Summary measures of health inequality"]
[null,"Automated calculation workbook"]
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[null,"This workbook calculates up to 21 summary measures of health inequality based on user-inputted disaggregated data. Disaggregated data are health indicator data that are broken down by subgroups of a population, which are defined according to dimensions of inequality such as demographic, socioeconomic or geographic characteristics (e.g., age, sex, economic status, place of residence, subnational region). Summary measures of inequality summarise the amount of health inequality across population subgroups in a single number - which facilitates the comparison of inequalities over time and across different settings and indicators. "]
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[null,"Please note: the purpose of this workbook is to calculate summary measures of health inequality and it cannot check the quality or accuracy of the underlying disaggregated data. "]
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[null,"About summary measures of health inequality"]
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[null,"Information about calculation methods and interpretation for the summary measures is available in the technical notes tab."]
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[null,"Summary measures of inequality can be categorised as simple measures or complex measures:"]
[null,"      -      ","Simple measures (difference and ratio) compare the situation in two population subgroups. They can be calculated for all dimensions of inequality (with two subgroups or more). They are easier to interpret and communicate. "]
[null,"      -      ","Complex measures are calculated for inequality dimensions with more than two population subgroups and consider the situation in all subgroups. They can only be calculated for dimensions with more than two subgroups. "]
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[null,"Considerations when selecting and calculating summary measures of inequality"]
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[null,"First, there are considerations relating to the characteristics of the underlying data, which determines the types of measures that can be calculated and how they are calculated: "]
[null,"      -      ","Whether there are only two subgroups or more than two subgroups within the dimension of inequality. If there are only two subgroups (i.e., binary), use simple measures. If there are more than two subgroups, both simple and complex measures can be used. "]
[null,"      -      ","If there are more than two subgroups, whether the dimension of inequality is ordered (i.e., has subgroups with an inherent ordering) or non-ordered (i.e., has subgroups without an inherent ordering). "]
[null,"      -      ","The optimum level that is to be achieved for the health indicator. For favourable indicators, the goal is to attain a maximum level; for adverse indicators, the goal is to attain a minimum level.  Note that for some indicators there is no optimum level. "]
[]
[null,"Second, there are considerations relating to the properties of the different measures and the desired purpose of the analysis: "]
[null,"      -      ","Whether inequality is measured in absolute or relative terms."]
[null,"      -      ","Whether subgroups should be weighted according to their population size or not. "]
[null,"      -      ","The selection of a reference point for non-ordered measures (e.g., the mean, the best-performing subgroup or a reference value). "]
[]
[null,"Additional resources"]
[null,"Schlotheuber A, Hosseinpoor AR. Summary Measures of Health Inequality: A Review of Existing Measures and Their Application. Int J Environ Res Public Health. 2022 Mar 20;19(6):3697. https://doi.org/10.3390/ijerph19063697"]
[null,"World Health Organization. Handbook on health inequality monitoring: with a special focus on low- and middle-income countries. Geneva: World Health Organization; 2013. https://www.who.int/publications/i/item/9789241548632 "]
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[null,"Decision tree for selecting summary measures of health inequality: "]
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[null,null,null,null,null,"Ordering of subgroups within the dimension of inequality?"]
[]
[]
[null,null,null,"Ordered dimensions",null,null,null,null,null,null,null,"Non-ordered or binary dimensions"]
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[null,null,null,"Number of subgroups?",null,null,null,null,null,null,null,"Number of subgroups? "]
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[]
[null,"2 subgroups or more",null,null,null,null,"More than 2 subgroups",null,null,null,"2 subgroups or more",null,null,null,null,null,"More than 2 subgroups"]
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[null,"Simple measures",null,null,null,null,"Complex measures",null,null,null,"Simple measures",null,null,null,null,null,"Complex measures"]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Unweighted or weighted by subgroup population size?"]
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[null,"Unweighted measures",null,null,null,null,"Weighted measures",null,null,null,"Unweighted measures",null,null,null,"Unweighted measures",null,null,null,null,"Weighted measures"]
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[null,"Absolute or relative inequality?",null,null,null,null,"Absolute or relative inequality?",null,null,null,"Absolute or relative inequality?",null,null,null,"Absolute or relative inequality?",null,null,null,null,"Absolute or relative inequality?"]
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[null,"Absolute inequality",null,null,null,null,"Absolute inequality",null,null,null,"Absolute inequality",null,null,null,"Absolute inequality",null,null,null,null,"Absolute inequality"]
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[null,"Difference \n(D)",null,null,null,null,"Absolute concentration index \n(ACI)",null,null,null,"Difference \n(D)",null,null,null,"Mean difference from mean (unweighted) (MDMU)",null,null,null,null,"Mean difference from mean (weighted) (MDMW)"]
[]
[null,null,null,null,null,null,"Slope index of inequality \n(SII)",null,null,null,null,null,null,null,"Mean difference from best-performing subgroup (unweighted) (MDBU)",null,null,null,null,"Mean difference from best-performing subgroup (weighted) (MDBW)"]
[]
[null,null,null,null,null,null,"Population attributable risk \n(PAR)",null,null,null,null,null,null,null,"Mean difference from reference subgroup (unweighted) (MDRU)",null,null,null,null,"Mean difference from reference subgroup (weighted) (MDRW)"]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Between-group variance \n(BGV)"]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Between-group standard deviation (BGSD)"]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Population attributable risk \n(PAR)"]
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[null,"Relative inequality",null,null,null,null,"Relative inequality",null,null,null,"Relative inequality",null,null,null,"Relative inequality",null,null,null,null,"Relative inequality"]
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[null,"Ratio \n(R)",null,null,null,null,"Relative concentration index \n(RCI)",null,null,null,"Ratio \n(R)",null,null,null,"Index of disparity (unweighted) \n(IDISU)",null,null,null,null,"Index of disparity (weighted) \n(IDISW)"]
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[null,null,null,null,null,null,"Relative index of inequality \n(RII)",null,null,null,null,null,null,null,null,null,null,null,null,"Coefficient of variation \n(COV)"]
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[null,null,null,null,null,null,"Population attributable fraction (PAF)",null,null,null,null,null,null,null,null,null,null,null,null,"Theil Index \n(TI)"]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Mean log deviation \n(MLD)"]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Population attributable fraction (PAF)"]

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[null,"How to use this workbook"]
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[null,"To calculate summary measures using your own data: "]
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[null,"1.","Paste your data into the DATA INPUT tab."]
[null,null,"-","The data can relate to more than one set of subgroup estimates at a time (i.e., disaggregated data for subgroups within multiple settings, dates, indicators and inequality dimension combinations). "]
[null,null,"-","A maximum of 200 rows of data can be pasted into the DATA INPUT tab (due to computational speed). "]
[null,null,"-","Ensure that the data contain the same variables as the sample data, that they are organised in the same order. "]
[null,null,"-","Ensure that variables are defined according to the information in the glossary tab. If there are any issues, error messages will appear in Column O, \"checks\", of the DATA INPUT tab. "]
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[null,"2.","Go to the RESULTS tab and click the \"Refresh\" button. "]
[null,null,"-","If a yellow warning message bar appears at the top of the screen, select \"Enable Content\" to enable the macros in this workbook to run. "]
[null,null,"-","Wait for the summary measure calculations to complete and the table in the RESULTS tab to be updated. "]
[null,null,"-","Summary measures will be calculated based on the disaggregated data. If data are missing, this may cause summary measures not to be calculated (e.g., if population estimates are missing for one subgroup or more, complex summary measures cannot be calculated. If standard errors are missing for one subgroup or more, 95% confidence intervals for some summary measures cannot be calculated). "]
[null,null,"See the technical notes tab for details about calculation methods, including formulas and step-by-step explanations. "]
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[null,null,"For step-by-step calculations of summary measures of health inequality in Excel, see the Summary measures of health inequality: Step-by-step workbook. "]
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[null,null,"For the calculation of summary measures for large datasets of disaggregated data, see the Health Equity Assessment Toolkit (HEAT) (www.who.int/data/inequality-monitor/assessment_toolkit). "]

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["Tab","Summary measure name","Ordered / \nNon-ordered dimension","Absolute / Relative measure","Simple / Complex measure","Weighted / Unweighted measure","Unit of measure","Value of no inequality","Interpretation","Notation","Summary measure formula","Variance formula","Step-by-step summary measure calculation","Notes"]
["d-1","Difference","Ordered","Absolute","Simple","Unweighted","Unit of indicator","Zero","For subgroups within an ordered dimension of inequality, D measures the difference between the most- and least-advantaged subgroup estimates. The larger the absolute value of D, the higher the level of inequality.","y1 = estimate for subgroup 1\ny2 = estimate for subgroup 2 \nσ1 = standard error for subgroup 1\nσ2 = standard error for subgroup 2","D = y1 – y2","var(D) = σ12 + σ22","1. Identify the two subgroups, y1 and y2 (see notes). \n2. Subtract the y1 estimate from the y2 estimate.","So that the result of D tends to be positive (making interpretation easier), the calculation depends on the indicator type:\n\nFavourable indicator: Most-advantaged subgroup – Least-advantaged subgroup\nAdverse indicator: Least-advantaged subgroup – Most-advantaged subgroup\n\nThe variable favourable_indicator identifies whether the indicator is favourable (1) or adverse (0). See the glossary for the definition of favourable and adverse indicators."]
["r-1","Ratio","Ordered","Absolute","Simple","Unweighted","No unit","One","For subgroups within an ordered dimension of inequality, R measures the ratio between the most- and least-advantaged subgroup estimates. R assumes only positive values. The further the value of R from 1, the higher the level of inequality. Note that because ratio is a multiplicative measure, it should be reported on a logarithmic scale (for example, a ratio of 2 is equivalent to a ratio of 0.5). ","y1 = estimate for subgroup 1\ny2 = estimate for subgroup 2 \nσ1 = standard error for subgroup 1\nσ2 = standard error for subgroup 2","R = y1 / y2","var(R) = (1/y22)*(σ12 + (y1/y2)2σ22)","1. Identify the two subgroups, y1 and y2 (see notes). \n2. Divide the y1 estimate by the y2 estimate.","So that the result of R tends to be greater than 1 (making interpretation easier), the calculation depends on the indicator type:\n\nFavourable indicator: Most-advantaged subgroup / Least-advantaged subgroup\nAdverse indicator: Least-advantaged subgroup / Most-advantaged subgroup\n\nThe variable favourable_indicator identifies whether the indicator is favourable (1) or adverse (0). See the glossary for the definition of favourable and adverse indicators."]
["aci","Absolute concentration index","Ordered","Absolute","Complex","Weighted","Unit of indicator","Zero","The larger the absolute value of ACI, the higher the level of inequality. Positive values indicate a concentration of the indicator among advantaged subgroups, and negative values indicate a concentration of the indicator among disadvantaged subgroups. ","pj = population share of subgroup j out of the total population\nXj = relative rank of subgroup j\nyj = estimate for subgroup j\nσj = standard error for subgroup j","ACI = ∑j pj(2Xj – 1)yj","var(ACI) = ∑j pj2σj2(2Xj – 1)2","1. Sort the subgroups from the least-advantaged to the most-advantaged. \n2. Calculate the population share of each subgroup out of the total population. \n3. Calculate the cumulative total of the population share of each subgroup. \n4. Calculate the relative rank of each subgroup by calculating the midpoint of each subgroup (0.5*popshare) and subtracting this from the cumulative population share. \n5. Calculate the population share of each subgroup multiplied by two times the subgroup's relative rank minus one, multiplied by the subgroup estimate. \n6. Calculate ACI as the sum of results from step #5. ","This measure is only suitable when subgroups can be meaningfully ranked in order. The subgroups should be sorted from the least-advantaged to the most-advantaged. "]
["rci","Relative concentration index","Ordered","Relative","Complex","Weighted","No unit","Zero","RCI is the relative version of ACI, dividing ACI by the setting average and multiplying the result by 100 to make it more easily interpretable. The larger the absolute value of RCI, the higher the level of inequality. Positive values indicate a concentration of the indicator among advantaged subgroups, and negative values indicate a concentration of the indicator among disadvantaged subgroups. ","pj = population share of subgroup j out of the total population\nXj = relative rank of subgroup j\nyj = estimate for subgroup j\nσj = standard error for subgroup j\nμ = weighted mean (setting average)","RCI = 100 * [∑j pj(2Xj – 1)yj] / μ","var(RCI) = {∑j pj2σj2[(2Xj – 1) – RCI]2} / μ2","1. Sort the subgroups from the least-advantaged to the most-advantaged. \n2. Calculate the population share of each subgroup out of the total population. \n3. Calculate the cumulative total of the population share of each subgroup. \n4. Calculate the relative rank of each subgroup by calculating the midpoint of each subgroup (0.5*popshare) and subtracting this from the cumulative population share. \n5. Calculate the population share of each subgroup multiplied by two times the subgroup's relative rank minus one, multiplied by the subgroup estimate. \n6. Calculate RCI as the sum of results from step #5 divided by the weighted mean of the subgroup estimates, times 100. ","This measure is only suitable when subgroups can be meaningfully ranked in order. The subgroups should be sorted from the least-advantaged to the most-advantaged. "]
["sii","Slope index of inequality","Ordered","Absolute","Complex","Weighted","Unit of indicator","Zero","SII measures the difference in predicted values of an indicator for the most-advantaged and most-disadvantaged subgroups, obtained by fitting a regression model. The larger the absolute value of SII, the higher the level of inequality. Positive values indicate that the level of the indicator is higher among advantaged subgroups, while negative values indicate that the level of the indicator is higher among disadvantaged subgroups. ","v1 = predicted value of indicator estimate at rank 1\nv0 = predicted value of indicator estimate at rank 0","SII = v1 – v0","See notes","1. Sort the subgroups from the least-advantaged to the most-advantaged. \n2. Calculate the population share of each subgroup out of the total population. \n3. Calculate the cumulative total of the population share of each subgroup. \n4. Calculate the relative rank of each subgroup (X) by calculating the midpoint of each subgroup (0.5*popshare) and subtracting this from the cumulative population share. \n5. The health indicator estimates are converted to a 0-1 scale in preparation for the subsequent steps. The scaling factor to convert to a 0-1 scale is based on the maximum health indicator estimate. \n6. The health indicator estimates are transformed to log odds (i.e., a logit transformation) (see notes). \n7. The square root of the weight variable (population) is calculated (W).\n8. The weighted relative rank is calculated as X*W. \n9. The weighted (logit transformed) health indicator estimate is calculated as Y*W. \n10. The weighted health indicator (YW) is regressed against the weight (W) and the weighted relative rank (XW), without a constant term. The predicted log odds at rank 0 (the least-advantaged) is equal to the intercept (i.e. the second beta coefficient of the regression model). The predicted log odds at rank 1 (the most-advantaged) is equal to the sum of the intercept (i.e. the second beta coefficient) and the slope (i.e. the first beta coefficient). \n11. Log odds are converted back to the indicator scale using the inverse logit formula, multiplied by the indicator scaling factor. \n12. Calculate SII as the difference between the indicator estimates at rank 1 (v1) and rank 0 (v0). ","This measure is only suitable when subgroups can be meaningfully ranked in order. The subgroups should be sorted from the least-advantaged to the most-advantaged. \n\nSimple linear regression assumes a linear relationship between the health indicator and the population ranking (which is not always the case) and can result in estimated values outside of a 0-100% interval (which is inaccurate for indicators measured as percentages). Using logistic regression can sometimes solve these problems. In this workbook, a weighted least squares (WLS) regression method is used, with a logit transformation of the health indicator. With a logit transformation, the estimated values from the regression model will be bounded between 0 and 1 (or 0-100%), which is preferable for many indicators. The weighted (logit transformed) indicator estimates are regressed against the weighted relative rank of each subgroup and the values for the least-advantaged (rank 0) and most-advantaged (rank 1) groups are estimated from the regression model, taking all other subgroups into account. The predicted values are then converted back to the original indicator scale. \n\nNote that the SII results may differ from those produced using more sophisticated modelling techniques with statistical software. If 95% confidence intervals are required, upload the dataset to the Health Equity Assesssment Toolkit Plus (HEAT Plus) software (available at www.who.int/data/inequality-monitor/assessment_toolkit) or use statistical software package such as Stata or R (codes available at www.who.int/data/inequality-monitor/tools-resources/statistical_codes)."]
["rii","Relative index of inequality","Ordered","Relative","Complex","Weighted","No unit","One","RII measures the ratio between the predicted values of an indicator for the most-advantaged and most-disadvantaged subgroups, obtained by fitting a regression model. The further the value of RII from 1, the higher the level of inequality. Values larger than 1 indicate the level of the indicator is higher among advantaged subgroups, and values lower than 1 indicate the level of the indicator is higher among disadvantaged subgroups. Note that because RII is a multiplicative measure, it should be reported on a logarithmic scale (for example, a value of 2 is equivalent to a value of 0.5). ","v1 = predicted value of indicator estimate at rank 1\nv0 = predicted value of indicator estimate at rank 0","RII = v1 / v0","See notes","1. Sort the subgroups from the least-advantaged to the most-advantaged. \n2. Calculate the population share of each subgroup out of the total population. \n3. Calculate the cumulative total of the population share of each subgroup. \n4. Calculate the relative rank of each subgroup (X) by calculating the midpoint of each subgroup (0.5*popshare) and subtracting this from the cumulative population share. \n5. The health indicator estimates are converted to a 0-1 scale in preparation for the subsequent steps. The scaling factor to convert to a 0-1 scale is based on the maximum health indicator estimate. \n6. The health indicator estimates are transformed to log odds (i.e., a logit transformation) (see notes). \n7. The square root of the weight variable (population) is calculated (W).\n8. The weighted relative rank is calculated as X*W. \n9. The weighted (logit transformed) health indicator estimate is calculated as Y*W. \n10. The weighted health indicator (YW) is regressed against the weight (W) and the weighted relative rank (XW), without a constant term. The predicted log odds at rank 0 (the least-advantaged) is equal to the intercept (i.e. the second beta coefficient of the regression model). The predicted log odds at rank 1 (the most-advantaged) is equal to the sum of the intercept (i.e. the second beta coefficient) and the slope (i.e. the first beta coefficient). \n11. Log odds are converted back to the indicator scale using the inverse logit formula, multiplied by the indicator scaling factor. \n12. Calculate RII as the ratio between the indicator estimates at rank 1 (v1) and rank 0 (v0). ","This measure is only suitable when subgroups can be meaningfully ranked in order. The subgroups should be sorted from the least-advantaged to the most-advantaged. \n\nSimple linear regression assumes a linear relationship between the health indicator and the population ranking (which is not always the case) and can result in estimated values outside of a 0-100% interval (which is inaccurate for indicators measured as percentages). Using logistic regression can sometimes solve these problems. In this workbook, a weighted least squares (WLS) regression method is used, with a logit transformation of the health indicator. With a logit transformation, the estimated values from the regression model will be bounded between 0 and 1 (or 0-100%), which is preferable for many indicators. The weighted (logit transformed) indicator estimates are regressed against the weighted relative rank of each subgroup and the values for the least-advantaged (rank 0) and most-advantaged (rank 1) groups are estimated from the regression model, taking all other subgroups into account. The predicted values are then converted back to the original indicator scale. \n\nNote that the RII results will differ from those produced using more sophisticated modelling techniques with statistical software. If 95% confidence intervals are required, upload the dataset to the Health Equity Assesssment Toolkit Plus (HEAT Plus) software (available at www.who.int/data/inequality-monitor/assessment_toolkit) or use statistical software package such as Stata or R (codes available at www.who.int/data/inequality-monitor/tools-resources/statistical_codes)."]
["par-1","Population attributable risk","Ordered","Absolute","Complex","Weighted","Unit of indicator","Zero","For ordered dimensions of inequality, PAR shows the potential improvement in the average of an indicator, in absolute terms, that could be achieved if all population subgroups had the same level of the indicator as the most-advantaged subgroup. PAR assumes only positive values for favourable indicators and only negative values for adverse indicators. The larger the absolute value, the higher the level of inequality.","yref = estimate for a reference subgroup\nμ = weighted mean (setting average)\nPAF = population attributable fraction\nPAFse = standard error of population attributable fraction","PAR = yref – μ","var(PAR) = {|μ[(PAF + 1.96 PAFse) \n– (PAF – 1.96 PAFse)]| / (2*1.96)}2","1. Identify the reference subgroup, yref (see notes).\n2. Calculate the population share of each subgroup out of the total population. \n3. Calculate the weighted mean of the subgroup estimates. \n3. Calculate PAR as the difference between the reference subgroup estimate and the weighted mean. ","For ordered dimensions, the reference subgroup (yref) is the most-advantaged subgroup (identified as having the largest subgroup_order value). \n\nIf the indicator is favourable (favourable_indicator=1) and PAR has a negative value, PAR is equal to zero. If the indicator is adverse (favourable_indicator=0) and PAR has a positive value, PAR is equal to zero. See the glossary for the definition of favourable and adverse indicators.\n\nThe variable indicator_scale is required for the calculation of 95% confidence intervals and identifies the scale of the indicator. See the glossary for the definition of indicator scale. "]
["paf-1","Population attributable fraction","Ordered","Relative","Complex","Weighted","No unit","Zero","For ordered dimensions of inequality, PAF shows the potential improvement in the average of an indicator, in relative terms, that could be achieved if all population subgroups had the same level of the indicator as the most-advantaged subgroup. PAF assumes only positive values for favourable indicators and only negative values for adverse indicators. The larger the absolute value of PAF, the larger the level of inequality.","yref = estimate for a reference subgroup\nμ = weighted mean (setting average)\na = number of people not in the reference subgroup for whom the indicator was achieved\nb = number of people not in the reference subgroup for whom the indicator was not achieved\nc = number of people in the reference subgroup for whom the indicator was achieved\nd = number of people in the reference subgroup for whom the indicator was not achieved\nN = total number of people (a + b + c + d)","PAF = 100 * (yref – μ)/μ","var(PAF) = cN[ad(N – c) + bc2] \n/ (a + c)3(c + d)3","1. Identify the reference subgroup, yref (see notes).\n2. Calculate the population share of each subgroup out of the total population. \n3. Calculate the weighted mean of the subgroup estimates. \n3. Calculate PAF as the difference between the reference subgroup estimate and the weighted mean, divided by the weighted mean, times 100. ","For ordered dimensions, the reference subgroup (yref) is the most-advantaged subgroup (identified as having the largest subgroup_order value). \n\nIf the indicator is favourable (favourable_indicator=1) and PAF has a negative value, PAF is equal to zero. If the indicator is adverse (favourable_indicator=0) and PAF has a positive value, PAF is equal to zero. See the glossary for the definition of favourable and adverse indicators.\n\nThe variable indicator_scale identifies the scale of the indicator. See the glossary for the definition of indicator scale. "]
["d-2","Difference","Non-ordered","Absolute","Simple","Unweighted","Unit of indicator","Zero","For subgroups within an non-ordered dimension of inequality, D measures the difference between the two selected subgroup estimates. The larger the absolute value of D, the higher the level of inequality.","y1 = estimate for subgroup 1\ny2 = estimate for subgroup 2 \nσ1 = standard error for subgroup 1\nσ2 = standard error for subgroup 2","D = y1 – y2","var(D) = σ12 + σ22","1. Identify the two subgroups, y1 and y2 (see notes). \n2. Subtract the y1 estimate from the y2 estimate.","The selection of the two subgroups depends on the characteristics of the inequality dimension, the purpose of the analysis and the indicator type:\n \nNo reference subgroup | favourable indicator: Highest estimate – Lowest estimate\nNo reference subgroup | adverse indicator: Lowest estimate – Highest estimate\nReference subgroup | favourable indicator: Reference group estimate – Lowest estimate\nReference subgroup | adverse indicator: Highest estimate – Reference group estimate\n\nThe variable favourable_indicator identifies whether the indicator is favourable (1) or adverse (0). See the glossary for the definition of favourable and adverse indicators. The variable reference_subgroup can optionally be used to identify a reference subgroup with the value 1. "]
["r-2","Ratio","Non-ordered","Absolute","Simple","Unweighted","No unit","One","For subgroups within an ordered dimension of inequality, R measures the ratio between two selected subgroup estimates. R assumes only positive values. The further the value of R from 1, the higher the level of inequality. Note that because ratio is a multiplicative measure, it should be reported on a logarithmic scale (for example, a ratio of 2 is equivalent to a ratio of 0.5). ","y1 = estimate for subgroup 1\ny2 = estimate for subgroup 2 \nσ1 = standard error for subgroup 1\nσ2 = standard error for subgroup 2","R = y1 / y2","var(R) = (1/y2)2σ12 + (y1/y2)2σ22","1. Identify the two subgroups, y1 and y2 (see notes). \n2. Divide the y1 estimate by the y2 estimate.","The selection of the two subgroups depends on the characteristics of the inequality dimension, the purpose of the analysis and the indicator type:\n \nNo reference subgroup: Highest estimate / Lowest estimate\nReference subgroup | favourable indicator: Reference group estimate / Lowest estimate\nReference subgroup | adverse indicator: Highest estimate / Reference group estimate\n\nThe variable favourable_indicator identifies whether the indicator is favourable (1) or adverse (0). See the glossary for the definition of favourable and adverse indicators. The variable reference_subgroup can optionally be used to identify a reference subgroup with the value 1. "]
["mdm","Mean difference from mean","Non-ordered","Absolute","Complex","Weighted / unweighted","Unit of indicator","Zero","MDM shows the mean difference between each subgroup and the setting average. It has only positive values, with larger values indicating higher levels of inequality.","n = number of subgroups\nyj = estimate for subgroup j\nμ = weighted mean (setting average)\npj = population share of subgroup j out of the total population","MDMU = 1/n * ∑j|yj – μ|\n\nMDMW = ∑jpj|yj – μ|","See notes","1. Calculate the population share of each subgroup out of the total population. \n2. Calculate the weighted mean of the subgroup estimates. \n3. Calculate MDMU as the absolute difference between each estimate and the weighted mean, and then sum the results and divide by the total number of subgroups. \n4. Calculate MDMW as the absolute difference between each estimate and the weighted mean, mutiplied by the population share, and then sum the results. ","MDM can be calculated as an unweighted or weighted measure. For the unweighted version (MDMU) all subgroups are weighted equally. For the weighted version (MDMW) subgroups are weighted according to their population share. \n\n95% confidence intervals are not calculated in this workbook, as they require a simulation methodology. If 95% confidence intervals are required, upload the dataset to the Health Equity Assesssment Toolkit Plus (HEAT Plus) software (available at www.who.int/data/inequality-monitor/assessment_toolkit) or use statistical software package such as Stata or R (codes available at www.who.int/data/inequality-monitor/tools-resources/statistical_codes)."]
["mdb","Mean difference from best-performing subgroup","Non-ordered","Absolute","Complex","Weighted / unweighted","Unit of indicator","Zero","MDB shows the mean difference between each subgroup and the best-performing subgroup. It has only positive values, with larger values indicating higher levels of inequality.","n = number of subgroups\nyj = estimate for subgroup j\nyref = highest subgroup estimate for favourable indicators or lowest subgroup estimate for adverse indicators\npj = population share of subgroup j out of the total population","MDBU = 1/n * ∑j|yj – yref|\n\nMDBW = ∑jpj|yj – yref|","See notes","1. Identify the best-performing subgroup estimate, yref. This is the highest subgroup estimate for favourable indicators or lowest subgroup estimate for adverse indicators. Use the variable favourable_indicator to identify whether an indicator is favourable (1) or adverse (0). \n2. Calculate the population share of each subgroup out of the total population. \n3. Calculate MDBU as the absolute difference between each estimate and the best-performing subgroup estimate, and then sum the results and divide by the total number of subgroups. \n4. Calculate MDBW as the absolute difference between each estimate and the best-performing subgroup estimate, mutiplied by the population share, and then sum the results. ","MDB can be calculated as an unweighted or weighted measure. For the unweighted version (MDBU) all subgroups are weighted equally. For the weighted version (MDBW) subgroups are weighted according to their population share. \n\nThe best-performing subgroup is the subgroup with the highest estimate for favourable indicators, or the subgroup with the lowest estimate for adverse indicators. The variable favourable_indicator identifies whether the indicator is favourable (1) or adverse (0). See the glossary for the definition of favourable and adverse indicators.\n\n95% confidence intervals are not calculated in this workbook, as they require a simulation methodology. If 95% confidence intervals are required, upload the dataset to the Health Equity Assesssment Toolkit Plus (HEAT Plus) software (available at www.who.int/data/inequality-monitor/assessment_toolkit) or use statistical software package such as Stata or R (codes available at www.who.int/data/inequality-monitor/tools-resources/statistical_codes)."]
["mdr","Mean difference from a reference subgroup","Non-ordered","Absolute","Complex","Weighted / unweighted","Unit of indicator","Zero","MDR shows the mean difference between each subgroup and a selected reference subgroup. It has only positive values, with larger values indicating higher levels of inequality.","n = number of subgroups\nyj = estimate for subgroup j\nyref = reference subgroup estimate\npj = population share of subgroup j out of the total population","MDRU = 1/n * ∑j|yj – yref|\n\nMDRW = ∑jpj|yj – yref|","See notes","1. Identify the best-performing subgroup estimate, yref. This is the highest subgroup estimate for favourable indicators or lowest subgroup estimate for adverse indicators. Use the variable reference_subgroup to identify a reference subgroup with the value 1. \n2. Calculate the population share of each subgroup out of the total population. \n3. Calculate MDRU as the absolute difference between each estimate and the reference subgroup estimate, and then sum the results and divide by the total number of subgroups. \n4. Calculate MDBW as the absolute difference between each estimate and the reference subgroup estimate, mutiplied by the population share, and then sum the results. ","MDR can be calculated as an unweighted or weighted measure. For the unweighted version (MDRU) all subgroups are weighted equally. For the weighted version (MDRW) subgroups are weighted according to their population share. \n\nThe variable reference_subgroup is used to identify a reference subgroup with the value 1. \n\n95% confidence intervals are not calculated in this workbook, as they require a simulation methodology. If 95% confidence intervals are required, upload the dataset to the Health Equity Assesssment Toolkit Plus (HEAT Plus) software (available at www.who.int/data/inequality-monitor/assessment_toolkit) or use statistical software package such as Stata or R (codes available at www.who.int/data/inequality-monitor/tools-resources/statistical_codes)."]
["idis","Index of disparity","Non-ordered","Relative","Complex","Weighted / unweighted","No unit","Zero","IDIS is the relative version of MDM, dividing MDM by the setting average and multiplying the result by 100 to make it more easily interpretable. It has only positive values, with larger values indicating higher levels of inequality.","n = number of subgroups\nyj = estimate for subgroup j\nμ = weighted mean (setting average)\npj = population share of subgroup j out of the total population","IDISU = 100 * (1/n * ∑j|yj – μ|)/μ\n\nIDISW = 100 * (∑jpj|yj – μ|)/μ","See notes","1. Calculate the population share of each subgroup out of the total population. \n2. Calculate the weighted mean of the subgroup estimates. \n3. Calculate IDISU as the absolute difference between each estimate and the weighted mean, and then sum the results and divide by the total number of subgroups. Multiply the result by 100. \n4. Calculate IDISW as the absolute difference between each estimate and the weighted mean, mutiplied by the population share, and then sum the results. Multiply the result by 100. ","IDIS can be calculated as an unweighted or weighted measure. For the unweighted version (IDISU) all subgroups are weighted equally. For the weighted version (IDISW) subgroups are weighted according to their population share. \n\n95% confidence intervals are not calculated in this workbook, as they require a simulation methodology. If 95% confidence intervals are required, upload the dataset to the Health Equity Assesssment Toolkit Plus (HEAT Plus) software (available at www.who.int/data/inequality-monitor/assessment_toolkit) or use statistical software package such as Stata or R (codes available at www.who.int/data/inequality-monitor/tools-resources/statistical_codes)."]
["bgv","Between-group variance","Non-ordered","Absolute","Complex","Weighted","Squared unit of indicator","Zero","BGV has only positive values, with larger values indicating higher levels of inequality.","pj = population share of subgroup j out of the total population\nyj = estimate for subgroup j\nμ = weighted mean (setting average)\nσj = standard error for subgroup j","BGV = ∑j pj(yj – μ)2","var(BGV) = 4∑j pj2σj2(yj – ∑jpjyj)2 \n+ 2[(∑jpj2σj2)2 – (∑pj4σj4) \n+ (∑pj2(1 – pj)2σj4)]","1. Calculate the population share of each subgroup out of the total population. \n2. Calculate the weighted mean of the subgroup estimates. \n3. Subtract the weighted mean from each subgroup estimate and square these differences. \n4. Calculate BGV as the sum of the results from step #3. ","BGV is more sensitive to outlier estimates as it gives more weight to the estimates that are further from the setting average. "]
["bgsd","Between-group standard deviation","Non-ordered","Absolute","Complex","Weighted","Unit of indicator","Zero","BGSD is calculated as the square root of between-group variance (BGV). It has only positive values, with larger values indicating higher levels of inequality.","pj = population share of subgroup j out of the total population\nyj = estimate for subgroup j\nμ = weighted mean (setting average)\nn = number of subgroups","BGSD = √[∑j pj(yj – μ)2]","See notes","1. Calculate the population share of each subgroup out of the total population. \n2. Calculate the weighted mean of the subgroup estimates. \n3. Subtract the weighted mean from each subgroup estimate and square these differences. \n4. Calculate BGSD as the square root of the sum of the results from step #3. ","Since BGSD is the squared root of BGV, it is reported in the unit of the indicator, which may be more easily interpretable than BGV and will not be as sensitive to outlier estimates that are further from the setting average. \n\n95% confidence intervals are not calculated in this workbook, as they require a simulation methodology. If 95% confidence intervals are required, upload the dataset to the Health Equity Assesssment Toolkit Plus (HEAT Plus) software (available at www.who.int/data/inequality-monitor/assessment_toolkit) or use statistical software package such as Stata or R (codes available at www.who.int/data/inequality-monitor/tools-resources/statistical_codes)."]
["cov","Coefficient of variation","Non-ordered","Relative","Complex","Weighted","No unit","Zero","COV is the relative version of BGSD, dividing BGSD by the setting average and multiplying the result by 100 to make it more easily interpretable. It only has positive values, with larger values indicating higher levels of inequality.","pj = population share of subgroup j out of the total population\nyj = estimate for subgroup j\nμ = weighted mean (setting average)\nn = number of subgroups","COV = 100 * √[∑j pj(yj – μ)2] / μ","See notes","1. Calculate the population share of each subgroup out of the total population. \n2. Calculate the weighted mean of the subgroup estimates. \n3. Subtract the weighted mean from each subgroup estimate and square these differences. \n4. Calculate COV as the square root of the sum of the results from step #3, divided by the weighted mean, times 100. ","COV calculates BGSD in relative terms, by dividing BGSD by the setting average. \n\n95% confidence intervals are not calculated in this workbook, as they require a simulation methodology. If 95% confidence intervals are required, upload the dataset to the Health Equity Assesssment Toolkit Plus (HEAT Plus) software (available at www.who.int/data/inequality-monitor/assessment_toolkit) or use statistical software package such as Stata or R (codes available at www.who.int/data/inequality-monitor/tools-resources/statistical_codes)."]
["ti","Theil Index","Non-ordered","Relative","Complex","Weighted","No unit","Zero","TI expresses inequality as a function of how the subgroup's share of the health indicator compares to their share of the population. The larger the absolute value of TI, the greater the level of inequality.","pj = population share of subgroup j out of the total population\nij = share of the indicator in each subgroup, equal to the estimate for subgroup j divided by μ\nσj = standard error for subgroup j\nμ = weighted mean (setting average)","TI = 1000 * ∑jpj(ij)ln(ij)","var(TI) = {∑jpj2σj2[(1 + ln(ij)) \n– (∑kpkik(1 + ln(ik))]2} / μ2","1. Replace any estimates equal to zero with a very small number (0.000001) to avoid issues in calculating the log of zero. \n2. Calculate the population share of each subgroup out of the total population. \n3. Calculate the weighted mean of the subgroup estimates. \n4. Calculate the share of the indicator in each subgroup by dividing the estimate of each subgroup by the weighted mean. \n5. Multiply the share of the indicator in each subgroup by the natural logarithm (log) of the share of the indicator in each subgroup and the population share. \n6. Calculate TI as the sum of the results from step #5, multiplied by 1000 for easier interpretation. ","TI is more sensitive to differences further from the setting average (by the use of the logarithm)."]
["mld","Mean log deviation","Non-ordered","Relative","Complex","Weighted","No unit","Zero","The larger the absolute value of MLD, the higher the level of inequality.","pj = population share of subgroup j out of the total population\nij = share of the indicator in each subgroup, equal to the estimate for subgroup j divided by μ\nσj = standard error for subgroup j\nμ = weighted mean (setting average)","MLD = 1000 * ∑jpj[-ln(ij)]","var(MLD) = ∑j{[(pj2σj2)/μ2] * [1 – (1/(ij))]}2","1. Replace any estimates equal to zero with a very small number (0.000001) to avoid issues in calculating the log of zero. \n2. Calculate the population share of each subgroup out of the total population. \n3. Calculate the weighted mean of the subgroup estimates. \n4. Calculate the share of the indicator in each subgroup by dividing the estimate of each subgroup by the weighted mean. \n5. Multiply the negative natural logarithm (log) of the share of the indicator in each subgroup by the population share. \n6. Calculate MLD as the sum of the results from step #5, multiplied by 1000 for easier interpretation. ","MLD is more sensitive to differences further from the setting average (by the use of the logarithm)."]
["par-2","Population attributable risk","Non-ordered","Absolute","Complex","Weighted","Unit of indicator","Zero","For non-ordered dimensions of inequality, PAR shows the potential improvement in the average of an indicator, in absolute terms, that could be achieved if all population subgroups had the same level of the indicator as the subgroup with the best estimate. PAR assumes only positive values for favourable indicators and only negative values for adverse indicators. The larger the absolute value, the higher the level of inequality.","yref = estimate for a reference subgroup\nμ = weighted mean (setting average)\nPAF = population attributable fraction\nPAFse = standard error of population attributable fraction","PAR = yref – μ","var(PAR) = (|μ(PAF + 1.96 PAFse) \n– (PAF – 1.96 PAFse)| / 2*1.96)2","1. Identify the reference subgroup, yref (see notes).\n2. Calculate the population share of each subgroup out of the total population. \n3. Calculate the weighted mean of the subgroup estimates. \n3. Calculate PAR as the difference between the reference subgroup estimate and the weighted mean. ","For ordered dimensions, the reference subgroup (yref) is the subgroup with the highest estimate for favourable indicators, or the subgroup with the lowest estimate for adverse indicators. The variable favourable_indicator identifies whether the indicator is favourable (1) or adverse (0). See the glossary for the definition of favourable and adverse indicators.\n\nIf the indicator is favourable (favourable_indicator=1) and PAR has a negative value, PAR is equal to zero. If the indicator is adverse (favourable_indicator=0) and PAR has a positive value, PAR is equal to zero. See the glossary for the definition of favourable and adverse indicators.\n\nThe variable indicator_scale identifies the scale of the indicator. See the glossary for the definition of indicator scale. "]
["paf-2","Population attributable fraction","Non-ordered","Relative","Complex","Weighted","No unit","Zero","For non-ordered dimensions of inequality, PAF shows the potential improvement in the average of an indicator, in relative terms, that could be achieved if all population subgroups had the same level of the indicator as the subgroup with the best estimate. PAF assumes only positive values for favourable indicators and only negative values for adverse indicators. The larger the absolute value of PAF, the larger the level of inequality.","yref = estimate for a reference subgroup\nμ = weighted mean (setting average)\na = number of people not in the reference subgroup for whom the indicator was achieved\nb = number of people not in the reference subgroup for whom the indicator was not achieved\nc = number of people in the reference subgroup for whom the indicator was achieved\nd = number of people in the reference subgroup for whom the indicator was not achieved\nN = total number of people (a + b + c + d)","PAF = 100 * (yref – μ)/μ","var(PAF) = cN[ad(N – c) + bc2] \n/ (a + c)3(c + d)3","1. Identify the reference subgroup, yref (see notes).\n2. Calculate the population share of each subgroup out of the total population. \n3. Calculate the weighted mean of the subgroup estimates. \n3. Calculate PAF as the difference between the reference subgroup estimate and the weighted mean, divided by the weighted mean, times 100. ","For ordered dimensions, the reference subgroup (yref) is the subgroup with the highest estimate for favourable indicators, or the subgroup with the lowest estimate for adverse indicators. The variable favourable_indicator identifies whether the indicator is favourable (1) or adverse (0). See the glossary for the definition of favourable and adverse indicators.\n\nIf the indicator is favourable (favourable_indicator=1) and PAF has a negative value, PAF is equal to zero. If the indicator is adverse (favourable_indicator=0) and PAF has a positive value, PAF is equal to zero. See the glossary for the definition of favourable and adverse indicators.\n\nThe variable indicator_scale identifies the scale of the indicator. See the glossary for the definition of indicator scale. "]

{"sheet":"glossary","index":5,"n_rows":41,"n_cols":3,"rows_kept":41,"cut":false,"hidden":true,"merged":[]}
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[null,"Glossary"]
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[]
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[null,"Absolute inequality","Magnitude of difference in health between subgroups. Absolute measures of inequality, such as difference, retain the same unit of measure as the health indicator. "]
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[null,"Date","Date, such as a year (e.g., 2024) or a month/year combination (e.g., Jan-2024)."]
[]
[null,"Dimension of inequality","A demographic, socioeconomic or geographic characteristic (e.g., economic status, education, ethnicity, place of residence, subnational region)."]
[]
[null,"Disaggregated data","Health indicator data that are broken down by subgroups of a population, which are defined according to dimensions of inequality such as demographic, socioeconomic or geographic characteristics (e.g., age, sex, economic status, place of residence, subnational region). "]
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[null,"Estimate","The indicator estimate for the subgroup. If this variable is missing for one subgroup (or more), complex summary measures cannot be calculated. Simple measures may be calculated depending on which  estimates are missing. Proportions/percentages must be already multiplied by 100 (not left as decimals)."]
[]
[null,"Favourable indicator","This dummy variable (favourable_indicator) indicates the indicator type. It must be 1 for favourable indicators and 0 for non-favourable (adverse) indicators. \n\nFavourable indicators measure desirable health events that are promoted through public health action. They include health intervention indicators, such as antenatal care coverage, and desirable health outcome indicators, such as life expectancy. For these indicators, the ultimate goal is to achieve a maximum level, either in health intervention coverage or health outcome (e.g. complete coverage of antenatal care or the highest possible life expectancy). \n\nAdverse indicators measure undesirable health events that are to be reduced or eliminated through public health action. They include undesirable health outcome indicators, such as stunting prevalence in children aged less than five years or under-five mortality rate. Here, the ultimate goal is to achieve a minimum level (e.g. theoretically 0 deaths per 1000 live births)."]
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[null,"Indicator","A health indicator name (e.g., \"Births attended by skilled health personnel\")."]
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[null,"Indicator scale","This variable (indicator_scale) indicates the scale of the indicator, such as \"100\" for indicators reported as percentages or \"1000\" for indicators reported as rates per 1000 population. "]
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[null,"Ordered dimension","This dummy variable (ordered_dimension) indicates the dimension type. It must be 0 for dimensions with two subgroups (binary dimensions). For dimensions with more than two subgroups, it must be 1 for ordered dimensions and 0 for non-ordered dimensions. \n\nOrdered dimensions have ordered subgroups that have an inherent positioning and can be ranked. For example, education has an inherent ordering in the sense that those with less education unequivocally have less of something compared to those with more education. \n\nNon-ordered dimensions have non-ordered subgroups that are not based on criteria that can be logically ranked. Subnational regions are an example of non-ordered groupings. \n\nBinary dimensions compare the situation in two population subgroups (e.g. males and females). "]
[]
[null,"Population","The number of people within each subgroup (or the weighted population in the case of estimates calculated from survey data). For example, if the indicator in question is under-five mortality rate disaggregated by wealth quintiles, then the population for the poorest quintile is the number of children aged under five years belonging to the poorest subgroup. If the population value is missing for one subgroup (or more), complex summary measures cannot be calculated. "]
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[null,"Reference subgroup","This variable (reference_subgroup) indicates the reference subgroup for non-ordered dimensions and binary dimensions . \n\nFor ordered dimensions (i.e. if ordered_dimension=1), this variable must be 0. \n\nFor non-ordered dimensions and binary dimensions (i.e. if ordered_dimension=0), you have the option to choose a reference subgroup. A reference subgroup can be chosen by assigning the value 1 to that subgroup and 0 to all other subgroups. For example, for subnational regions (with more than two subgroups), the capital city can be chosen as the reference subgroup. For place of residence (urban vs. rural), urban can be chosen as the reference subgroup."]
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[null,"Relative inequality","Proportional difference in health between subgroups. Relative measures of inequality, such as ratio, are unitless."]
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[null,"Setting","Setting name (e.g., a country like \"Indonesia\" or a province like \"Bali\")."]
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[null,"Subgroup","A subgroup of the population within a given dimension of inequality. For example, within a \"subnational region\" dimension, each subgroup is a different subnational region. "]
[]
[null,"Subgroup order","This variable (subgroup_order) indicates the order of subgroups for ordered dimensions. \n\nFor ordered dimensions (i.e. if ordered_dimension=1), this variable must be an increasing sequence of integers starting with the value 1 for the most-disadvantaged subgroup. It must be sorted in order of smallest to largest integer. For example, for eduction with three subgroups, the most-disadvantaged subgroup \"No education\" will be assigned the value 1, \"Primary school\" will be assigned the value 2 and the most-advantaged subgroup \"Secondary school +\" will be assigned the value 3. \n\nFor non-ordered dimensions and binary dimensions (i.e. if ordered_dimension=0), this variable must be 0. "]
[]
[null,"Standard error","The standard error of the subgroup indicator estimate. If this variable is missing for one subgroup (or more), 95% confidence intervals for some (or all) summary measures cannot be calculated."]
[]
[null,"Summary measure of health inequality","Summarises the amount of health inequality across population subgroups in a single number - which facilitates the comparison of inequalities over time and across different settings and indicators. \n\nSimple measures (difference and ratio) compare the situation in two population subgroups. They can be calculated for all dimensions of inequality (with two subgroups or more). \n\nComplex measures are calculated for inequality dimensions with more than two population subgroups and consider the situation in all subgroups. They can only be calculated for dimensions with more than two subgroups. "]
[]
[null,"95% confidence interval","Expresses the precision of an estimate and the level of uncertainty associated with it. It is a range of values (upper and lower) that you can be 95% certain contains the true estimate. It is calculated by taking the estimate plus or minus 1.96 multiplied by the standard error of the estimate. "]

{"sheet":"DATA INPUT","index":6,"n_rows":206,"n_cols":24,"rows_kept":206,"cut":false,"hidden":true,"merged":[[2,5,2,7]]}
["Data input",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Stop calculation if there are errors in the data",{"$f":"SUM($W:$W)","v":0}]
[]
[]
["setting","date","Indicator name","Dimension name","Population subgroups","Subgroup estimate","Standard error of subgroup estimate","Number of people in the subgroup","If indicator is favourable (1) or adverse (0)","The scale of the indicator","If dimension is ordered (1) or non-ordered (0)","Order of subgroups","[Optional] Reference subgroup indicated with 1",null,"DATA CHECKS \n(Error messages will appear below if there are issues with the definition of any variables)",null,"Group","Subgroup order check","Favourable indicator check","Indicator scale check","Ordered dimension check","Reference subgroup check","Checks flag (stops calculations)"]
[]
["setting","date","indicator","dimension","subgroup","estimate","standard_error","population","favourable_indicator","indicator_scale","ordered_dimension","subgroup_order","reference_subgroup",null,"checks",null,0,"subgroup_order_ch","favourable_indicator_ch","indicator_scale_ch","ordered_dimension_ch","reference_subgroup_ch","checks"]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Quintile 1 (poorest)",75.6053,1.599613,2072.4360000000001,1,100,1,1,0,null,{"$f":"IF(AND($K7=1,$R7<>1),\"Error: if ordered_dimension=1, subgroup_order should be an increasing sequence of integers starting with 1\",\nIF($S7<>$I7,\"Error: favourable_indicator must be consistently 1 or 0 for each indicator\",\nIF($T7<>$J7,\"Error: indicator_scale must be consistent for each indicator\",\nIF($U7<>$K7,\"Error: ordered_dimension must be consistent for each dimension\",\nIF(AND($K7=0,$L7<>0),\"Error: subgroup_order should be 0 if ordered_dimension=0\",\nIF(AND($K7=1,$M7<>0),\"Error: reference_subgroup should be 0 if ordered_dimension=1\",\nIF(AND($V7<>\"\",$V7>1),\"Error: Only one reference subgroup should be indicated in reference_subgroup\",\"\")))))))","v":""},null,{"$f":"IF(A7=\"\",\"\",IF(_xlfn.CONCAT(A7&B7&C7&D7)=_xlfn.CONCAT(A6&B6&C6&D6),Q6,Q6+1))","v":1},{"$f":"IF(A7=\"\",0,IF(K7=0,0,IF(Q7=Q6,L7-L6,L7)))","v":1},{"$f":"IF(A7=\"\",\"\",AVERAGEIFS($I:$I,$Q:$Q,$Q7))","v":1},{"$f":"IF(A7=\"\",\"\",AVERAGEIFS($J:$J,Q:Q,$Q7))","v":100},{"$f":"IF(A7=\"\",\"\",AVERAGEIFS($K:$K,$Q:$Q,$Q7))","v":1},{"$f":"IF(A7=\"\",\"\",SUMIFS($M:$M,$Q:$Q,$Q7))","v":0},{"$f":"IF(O$7=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Quintile 2",91.019970000000001,1.1351500000000001,2112.2040000000002,1,100,1,2,0,null,{"$f":"IF(AND($K8=1,$R8<>1),\"Error: subgroup_order should be an increasing sequence of integers starting with 1\",\nIF($S8<>$I8,\"Error: favourable_indicator must be consistently 1 or 0 for each indicator\",\nIF($T8<>$J8,\"Error: indicator_scale must be consistent for each indicator\",\nIF($U8<>$K8,\"Error: ordered_dimension must be consistent for each dimension\",\nIF(AND($K8=0,$L8<>0),\"Error: subgroup_order should be 0 if ordered_dimension=0\",\nIF(AND($K8=1,$M8<>0),\"Error: reference_subgroup should be 0 if ordered_dimension=1\",\nIF(AND($V8<>\"\",$V8>1),\"Error: Only one reference subgroup should be indicated in reference_subgroup\",\"\")))))))","v":""},null,1,1,1,{"$f":"IF(A8=\"\",\"\",AVERAGEIFS($J:$J,Q:Q,$Q8))","v":100},1,0,{"$f":"IF('DATA INPUT'!$O8=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Quintile 3",96.039590000000004,0.64619459999999995,1983.059,1,100,1,3,0,null,"",null,1,1,1,100,1,0,{"$f":"IF('DATA INPUT'!$O9=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Quintile 4",97.042230000000004,0.56762060000000003,2052.1239999999998,1,100,1,4,0,null,"",null,1,1,1,100,1,0,{"$f":"IF('DATA INPUT'!$O10=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Quintile 5 (richest)",99.224050000000005,0.2237683,1884.51,1,100,1,5,0,null,"",null,1,1,1,100,1,0,{"$f":"IF('DATA INPUT'!$O11=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Quintile 1 (poorest)",158.7063,3.8505639999999999,13605.51,0,1000,1,1,0,null,"",null,2,1,0,1000,1,0,{"$f":"IF('DATA INPUT'!$O12=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Quintile 2",155.82830000000001,3.460102,12916.37,0,1000,1,2,0,null,"",null,2,1,0,1000,1,0,{"$f":"IF('DATA INPUT'!$O13=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Quintile 3",118.9011,3.8954270000000002,11299.55,0,1000,1,3,0,null,"",null,2,1,0,1000,1,0,{"$f":"IF('DATA INPUT'!$O14=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Quintile 4",79.130009999999999,3.4546860000000001,10444.34,0,1000,1,4,0,null,"",null,2,1,0,1000,1,0,{"$f":"IF('DATA INPUT'!$O15=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Quintile 5 (richest)",59.202689999999997,3.5611139999999999,9535.6959999999999,0,1000,1,5,0,null,"",null,2,1,0,1000,1,0,{"$f":"IF('DATA INPUT'!$O16=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","aceh",95.117840000000001,1.538443,230.20509999999999,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O17=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","bali",100,0,149.46270000000001,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O18=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","bangka balitung",97.41001,1.267644,55.665329999999997,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O19=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","banten",80.356939999999994,3.5440529999999999,451.26549999999997,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O20=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","bengkulu",94.257559999999998,2.774006,70.175399999999996,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O21=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","central java",98.561679999999996,0.64761159999999995,1221.944,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O22=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","central kalimantan",88.947299999999998,3.9455460000000002,91.882739999999998,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O23=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","central sulawesi",86.671959999999999,2.5746129999999998,124.611,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O24=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","east java",97.098179999999999,1.0449360000000001,1257.4490000000001,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O25=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","east kalimantan",96.59196,1.203287,138.3835,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O26=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","east nusa tenggara",75.433409999999995,3.2323059999999999,252.12610000000001,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O27=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","gorontalo",92.834019999999995,2.4667279999999998,47.248840000000001,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O28=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","jakarta",98.557959999999994,0.71730320000000003,364.84570000000002,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O29=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","jambi",87.839749999999995,4.131183,136.16909999999999,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O30=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","lampung",91.875029999999995,2.7030110000000001,304.16480000000001,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O31=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","maluku",74.123379999999997,3.6361400000000001,85.010509999999996,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O32=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","north kalimantan",90.53304,2.5278770000000002,26.3322,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O33=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","north maluku",73.375399999999999,3.9083299999999999,51.94059,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O34=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","north sulawesi",96.028989999999993,2.4048400000000001,74.518829999999994,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O35=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","north sumatera",89.992080000000001,2.9003359999999998,617.09230000000002,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O36=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","papua",64.195269999999994,7.0518599999999996,180.49100000000001,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O37=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","riau",85.957089999999994,7.2006810000000003,308.423,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O38=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","riau islands",99.400750000000002,0.44766240000000002,77.267009999999999,1,100,0,0,0,null,"",null,{"$f":"IF(A39=\"\",\"\",IF(_xlfn.CONCAT(A39&B39&C39&D39)=_xlfn.CONCAT(A38&B38&C38&D38),Q38,Q38+1))","v":3},{"$f":"IF(A39=\"\",0,IF(K39=0,0,IF(Q39=Q38,L39-L38,L39)))","v":0},{"$f":"IF(A39=\"\",\"\",AVERAGEIFS($I:$I,$Q:$Q,$Q39))","v":1},{"$f":"IF(A39=\"\",\"\",AVERAGEIFS($J:$J,Q:Q,$Q39))","v":100},{"$f":"IF(A39=\"\",\"\",AVERAGEIFS($K:$K,$Q:$Q,$Q39))","v":0},{"$f":"IF(A39=\"\",\"\",SUMIFS($M:$M,$Q:$Q,$Q39))","v":0},{"$f":"IF('DATA INPUT'!$O39=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","south kalimantan",92.616759999999999,2.9314879999999999,164.39859999999999,1,100,0,0,0,null,{"$f":"IF(AND($K40=1,$R40<>1),\"Error: subgroup_order should be an increasing sequence of integers starting with 1\",\nIF($S40<>$I40,\"Error: favourable_indicator must be consistently 1 or 0 for each indicator\",\nIF($T40<>$J40,\"Error: indicator_scale must be consistent for each indicator\",\nIF($U40<>$K40,\"Error: ordered_dimension must be consistent for each dimension\",\nIF(AND($K40=0,$L40<>0),\"Error: subgroup_order should be 0 if ordered_dimension=0\",\nIF(AND($K40=1,$M40<>0),\"Error: reference_subgroup should be 0 if ordered_dimension=1\",\nIF(AND($V40<>\"\",$V40>1),\"Error: Only one reference subgroup should be indicated in reference_subgroup\",\"\")))))))","v":""},null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O40=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","south sulawesi",90.403580000000005,2.5256669999999999,309.49369999999999,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O41=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","south sumatera",96.445179999999993,1.4445460000000001,355.35610000000003,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O42=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","southeast sulawesi",84.66086,2.7707519999999999,119.8061,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O43=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","west java",89.838880000000003,1.8607739999999999,1979.521,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O44=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","west kalimantan",88.604730000000004,3.492804,211.84630000000001,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O45=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","west nusa tenggara",94.780910000000006,1.6206659999999999,223.6183,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O46=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","west papua",74.048450000000003,7.1951549999999997,39.138280000000002,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O47=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","west sulawesi",87.004270000000005,2.6589160000000001,55.924329999999998,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O48=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","west sumatera",97.627529999999993,1.01874,195.2602,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O49=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","yogyakarta",97.711519999999993,1.6487989999999999,133.29509999999999,1,100,0,0,0,null,"",null,3,0,1,100,0,0,{"$f":"IF('DATA INPUT'!$O50=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","abia",85.900970000000001,14.15216,435.97379999999998,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O51=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","adamawa",84.396230000000003,13.97073,1336.3610000000001,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O52=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","akwa ibom",84.578950000000006,11.86997,1014.754,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O53=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","anambra",57.32676,8.6645900000000005,714.46569999999997,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O54=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","bauchi",163.3682,16.353570000000001,3213.3209999999999,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O55=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","bayelsa",103.80200000000001,11.035869999999999,388.745,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O56=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","benue",73.458680000000001,9.8400829999999999,1384.2529999999999,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O57=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","borno",87.327330000000003,17.108540000000001,3784.982,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O58=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","cross river",57.92174,8.5522779999999994,841.49419999999998,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O59=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","delta",62.554270000000002,11.7302,784.54489999999998,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O60=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","ebonyi",47.198560000000001,9.2330799999999993,510.62130000000002,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O61=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","edo",15.655659999999999,5.3161639999999997,542.72569999999996,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O62=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","ekiti",75.679509999999993,11.81428,261.43020000000001,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O63=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","enugu",50.197949999999999,11.477320000000001,502.04739999999998,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O64=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","fct abuja",65.025109999999998,7.4183459999999997,416.91579999999999,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O65=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","gombe",145.22190000000001,11.164160000000001,1131.9290000000001,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O66=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","imo",93.608379999999997,11.51572,792.35450000000003,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O67=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","jigawa",186.2071,21.181480000000001,3026.9470000000001,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O68=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","kaduna",80.178740000000005,7.2260720000000003,3321.79,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O69=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","kano",199.31700000000001,10.19473,5090.098,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O70=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","katsina",136.68520000000001,11.64331,4162.4549999999999,0,1000,0,0,0,null,"",null,{"$f":"IF(A71=\"\",\"\",IF(_xlfn.CONCAT(A71&B71&C71&D71)=_xlfn.CONCAT(A70&B70&C70&D70),Q70,Q70+1))","v":4},{"$f":"IF(A71=\"\",0,IF(K71=0,0,IF(Q71=Q70,L71-L70,L71)))","v":0},{"$f":"IF(A71=\"\",\"\",AVERAGEIFS($I:$I,$Q:$Q,$Q71))","v":0},{"$f":"IF(A71=\"\",\"\",AVERAGEIFS($J:$J,Q:Q,$Q71))","v":1000},{"$f":"IF(A71=\"\",\"\",AVERAGEIFS($K:$K,$Q:$Q,$Q71))","v":0},{"$f":"IF(A71=\"\",\"\",SUMIFS($M:$M,$Q:$Q,$Q71))","v":0},{"$f":"IF('DATA INPUT'!$O71=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","kebbi",156.81389999999999,10.187329999999999,1998.4649999999999,0,1000,0,0,0,null,{"$f":"IF(AND($K72=1,$R72<>1),\"Error: subgroup_order should be an increasing sequence of integers starting with 1\",\nIF($S72<>$I72,\"Error: favourable_indicator must be consistently 1 or 0 for each indicator\",\nIF($T72<>$J72,\"Error: indicator_scale must be consistent for each indicator\",\nIF($U72<>$K72,\"Error: ordered_dimension must be consistent for each dimension\",\nIF(AND($K72=0,$L72<>0),\"Error: subgroup_order should be 0 if ordered_dimension=0\",\nIF(AND($K72=1,$M72<>0),\"Error: reference_subgroup should be 0 if ordered_dimension=1\",\nIF(AND($V72<>\"\",$V72>1),\"Error: Only one reference subgroup should be indicated in reference_subgroup\",\"\")))))))","v":""},null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O72=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","kogi",92.589100000000002,11.1416,736.97550000000001,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O73=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","kwara",32.669609999999999,6.9482559999999998,690.38940000000002,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O74=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","lagos",64.756360000000001,6.6772799999999997,1965.212,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O75=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","nasarawa",118.71040000000001,11.779949999999999,1250.944,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O76=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","niger",129.16540000000001,15.281129999999999,2876.4560000000001,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O77=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","ogun",81.865889999999993,11.03909,626.846,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O78=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","ondo",67.515749999999997,10.27819,794.8913,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O79=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","osun",84.724230000000006,13.01261,751.28269999999998,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O80=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","oyo",82.877610000000004,10.920970000000001,1545.2809999999999,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O81=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","plateau",92.918180000000007,11.88912,2048.5369999999998,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O82=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","rivers",69.568269999999998,11.849460000000001,809.62869999999998,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O83=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","sokoto",134.9461,13.03654,1869.0530000000001,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O84=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","taraba",96.976439999999997,21.27281,897.21669999999995,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O85=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","yobe",96.076229999999995,9.7077259999999992,2218.2240000000002,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O86=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","zamfara",210.18530000000001,9.8679760000000005,3063.8609999999999,0,1000,0,0,0,null,"",null,4,0,0,1000,0,0,{"$f":"IF('DATA INPUT'!$O87=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Place of residence","Rural",87.283630000000002,1.022589,5217.5519999999997,1,100,0,0,0,null,"",null,5,0,1,100,0,1,{"$f":"IF('DATA INPUT'!$O88=\"\",0,1)","v":0}]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Place of residence","Urban",96.201689999999999,0.45526709999999998,4886.7809999999999,1,100,0,0,1,null,"",null,5,0,1,100,0,1,{"$f":"IF('DATA INPUT'!$O89=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Place of residence","Rural",136.7671,1.8803019999999999,40791.75,0,1000,0,0,0,null,"",null,6,0,0,1000,0,1,{"$f":"IF('DATA INPUT'!$O90=\"\",0,1)","v":0}]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Place of residence","Urban",79.300929999999994,2.833545,17009.72,0,1000,0,0,1,null,"",null,6,0,0,1000,0,1,{"$f":"IF('DATA INPUT'!$O91=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O92=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O93=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O94=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O95=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O96=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O97=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O98=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O99=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O100=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O101=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O102=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,{"$f":"IF(A103=\"\",\"\",IF(_xlfn.CONCAT(A103&B103&C103&D103)=_xlfn.CONCAT(A102&B102&C102&D102),Q102,Q102+1))","v":""},{"$f":"IF(A103=\"\",0,IF(K103=0,0,IF(Q103=Q102,L103-L102,L103)))","v":0},{"$f":"IF(A103=\"\",\"\",AVERAGEIFS($I:$I,$Q:$Q,$Q103))","v":""},{"$f":"IF(A103=\"\",\"\",AVERAGEIFS($J:$J,Q:Q,$Q103))","v":""},{"$f":"IF(A103=\"\",\"\",AVERAGEIFS($K:$K,$Q:$Q,$Q103))","v":""},{"$f":"IF(A103=\"\",\"\",SUMIFS($M:$M,$Q:$Q,$Q103))","v":""},{"$f":"IF('DATA INPUT'!$O103=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"IF(AND($K104=1,$R104<>1),\"Error: subgroup_order should be an increasing sequence of integers starting with 1\",\nIF($S104<>$I104,\"Error: favourable_indicator must be consistently 1 or 0 for each indicator\",\nIF($T104<>$J104,\"Error: indicator_scale must be consistent for each indicator\",\nIF($U104<>$K104,\"Error: ordered_dimension must be consistent for each dimension\",\nIF(AND($K104=0,$L104<>0),\"Error: subgroup_order should be 0 if ordered_dimension=0\",\nIF(AND($K104=1,$M104<>0),\"Error: reference_subgroup should be 0 if ordered_dimension=1\",\nIF(AND($V104<>\"\",$V104>1),\"Error: Only one reference subgroup should be indicated in reference_subgroup\",\"\")))))))","v":""},null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O104=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O105=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O106=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O107=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O108=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O109=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O110=\"\",0,1)","v":0}]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O112=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O113=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O114=\"\",0,1)","v":0}]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O123=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O124=\"\",0,1)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"",null,"",0,"","","","",{"$f":"IF('DATA INPUT'!$O125=\"\",0,1)","v":0}]
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{"sheet":"CALCULATIONS","index":7,"n_rows":206,"n_cols":144,"rows_kept":206,"cut":false,"hidden":true,"merged":[[2,29,2,32]]}
["Summary measure calculations"]
[]
[]
["setting","date","Indicator name","If indicator is favourable (1) or adverse (0)","The scale of the indicator","Dimension name","If dimension is ordered (1) or non-ordered (0)","Population subgroups","[Optional] Reference subgroup indicated with 1","Order of subgroups","Subgroup estimate","Standard error of subgroup estimate","Number of people in the subgroup","Concatenated field to identify group","Group","Number of subgroups per group","Number of subgroups per group with estimates","Number of subgroups per group with estimates and/or population","Estimate and/or population missing","Max subgroup","Min subgroup","Max estimate","Min estimate","User-identified reference estimate","Other estimate","Estimate for subgroup 1","Estimate for subgroup 2","Standard error for subgroup 1","Standard error for subgroup 2","Difference","Standard error of difference","Lower 95% confidence interval","Upper 95% confidence interval","Ratio","Standard error of ratio","Lower 95% confidence interval","Upper 95% confidence interval","Population share of subgroups","Weighted mean of subgroup estimates","Cumulative population share","Relative rank of each subgroup","ACI calculation","ACI standard error calculation","RCI standard error calculation","ACI","Standard error of ACI","Lower 95% confidence interval","Upper 95% confidence interval","RCI","Standard error of RCI","Lower 95% confidence interval","Upper 95% confidence interval","Indicator scaling factor (based on maximum subgroup estimate)","Subgroup estimate rescaled to a 0-1 scale","Logit transformation of the subgroup estimate","Square root of the subgroup population","Relative rank  multiplied by W","Logit transformed estimate multiplied by W","Identify first in group","Predicted log odds at rank 0 using a WLS regression model","Predicted log odds at rank 1 using a WLS regression model","Predicted estimate at rank 0","Predicted estimate at rank 1","SII",null,null,"RII",null,null,"Reference group","Reference group estimate","Reference group population","# people in reference group for whom the indicator was achieved","# people in reference group for whom the indicator was not achieved","# people not in reference groups for whom the indicator was achieved","# people not in reference group for whom the indicator was not achieved","Total number of people","Population attributable fraction (PAF) calculation","Standard error of PAF","Lower 95% confidence interval of PAF","Upper 95% confidence interval of PAF","PAR","Standard error of PAR","Lower 95% confidence interval","Upper 95% confidence interval","MDMU calculation","MDMW calculation","Unweighted mean difference from mean",null,null,"Weighted mean difference from mean",null,null,"Unweighted index of disparity",null,null,"Weighted index of disparity",null,null,"MDBU calculation","MDBW calculation","Unweighted mean difference from best-performing subgroup",null,null,"Weighted mean difference from best-performing subgroup",null,null,"MDRU calculation","MDRW calculation","Unweighted mean difference from reference subgroup",null,null,"Weighted mean difference from reference subgroup",null,null,"BGV calculation","First part of BGV standard error calculation","Second part of BGV standard error calculation","Third part of BGV standard error calculation","Fourth part of BGV standard error calculation","BGV","Standard error of BGV","Lower 95% confidence interval","Upper 95% confidence interval","BGSD",null,null,"COV",null,null,"Indicator share in each subgroup","TI calculation","First part of TI standard error calculation","Second part of TI standard error calculation","MLD calculation","MLD standard error calculation","Theil Index","Standard error of TI","Lower 95% confidence interval","Upper 95% confidence interval","MLD","Standard error of MLD","Lower 95% confidence interval","Upper 95% confidence interval"]
[null,null,null,null,null,null,null,null,null,null,"y","σ",null,null,null,null,null,null,null,null,null,null,null,null,"ymin if favourable, ymax if adverse",null,null,null,null,"y1 – y2","√(σ12 + σ22)","d – 1.96*d_se","d + 1.96*d_se","y1 / y2","√(1/y22)*(σ12 + (y1/y2)2σ22)","r – 1.96*r_se","r + 1.96*r_se","popj/∑pop",null,"∑jpj","cpj – 0.5pj","pj(2Xj – 1)yj","pj2σj2(2Xj – 1)2","pj2σj2[(2Xj – 1) – RCI]2","∑aci_prep","√∑aci_se_prep","aci – 1.96*aci_se","aci + 1.96*aci_se","100 * ∑aci_prep / μ","√∑aci_se_prep / μ2","rci – 1.96*rci_se","rci + 1.96*rci_se",null,"y/scale","ln(y/(1-y))","√pop","X*W","logitY*W",null,null,null,"[ev0log/(1+ev0log)]*scale","[ev1log/(1+ev1log)]*scale","v1 - v0",null,null,"v1 / v0",null,null,"Most-advantaged; ymax if favourable; ymin if adverse",null,null,"yref/sc * ypop","ypop – c","μ/sc * ∑pop – c","∑pop – a – ypop","∑pop","(yref – μ)/μ","√cN[ad(N–c)+bc2] / (a+c)3(c+d)3","paf – 1.96*paf_se","paf + 1.96*paf_se","yref – μ","|μ(paf_ul – paf_ll)| / (2*1.96)","par – 1.96*par_se","par + 1.96*par_se","|yj – μ|","pj|yj – μ|","1/n*∑mdmu_prep",null,null,"∑mdmw_prep",null,null,"100 * (1/n * ∑idisu_prep)/μ",null,null,"100 * ∑idisw_prep/μ",null,null,"|yj – yref|","pj|yj – yref|","1/n*∑mdbu_prep",null,null,"∑mdbw_prep",null,null,"|yj – yref|","pj|yj – yref|","1/n*∑mdru_prep",null,null,"∑mdrw_prep",null,null,"pj(yj – μ)2","pj2σj2(yj – μ)2","pj2σj2","pj4σj4","pj2(1 – pj)2σj4","∑bgv_prep","√(4∑se2 + 2∑s22 – ∑s4 + ∑se4)","bgv – 1.96*bgv_se","bgv + 1.96*bgv_se","√∑bgv",null,null,"100*(√∑bgv)/μ",null,null,"yj/μ","pj*ij*ln(ij)","pj*ij*(1 + ln(ij))","pj2*σj2*(1 + ln(ij) – ∑te_se_prep1)2","pj[-ln(ij)]","[(pj2σj2)/μ2]*[1 – (1/(ij))]2","1000 * ∑ti_prep","√∑ti_se_prep2/μ2","ti – 1.96*ti_se","ti + 1.96*ti_se","1000 * ∑mld_prep","√∑mld_se_prep","mld – 1.96*mld_se","mld + 1.96*mld_se"]
["setting","date","indicator","favourable_indicator","indicator_scale","dimension","ordered_dimension","subgroup","reference_subgroup","subgroup_order","estimate","standard_error","population","concat","0.0","n","nest","npop","missing","subgroupmax","subgroupmin","ymax","ymin","yref","yother","y1","y2","σ1","σ2","d","d_se","d_ll","d_ul","r","r_se","r_ll","r_ul","p","μ","cp","X","aci_prep","aci_se_prep","rci_se_prep","aci","aci_se","aci_ll","aci_ul","rci","rci_se","rci_ll","rci_ul","scale","Y","logitY","W","XW","YW","i","v0log","v1log","v0","v1","sii","sii_ll","sii_ul","rii","rii_ll","rii_ul","refgroup","yref2","ypop","c","d3","a","b","N4","paf","paf_se","paf_ll","paf_ul","par","par_se","par_ll","par_ul","mdmu_prep","mdmw_prep","mdmu","mdmu_ll","mdmu_ul","mdmw","mdmw_ll","mdmw_ul","idisu","idisu_ll","idisu_ul","idisw","idisw_ll","idisw_ul","mdbu_prep","mdbw_prep","mdbu","mdbu_ll","mdbu_ul","mdbw","mdbw_ll","mdbw_ul","mdru_prep","mdrw_prep","mdru","mdru_ll","mdru_ul","mdrw","mdrw_ll","mdrw_ul","bgv_prep","se2","s2","s4","se4","bgv","bgv_se","bgv_ll","bgv_ul","bgsd","bgsd_ll","bgsd_ul","cov","cov_ll","cov_ul","i5","ti_prep","ti_se_prep1","ti_se_prep2","mld_prep","mld_se_prep","ti","ti_se","ti_ll","ti_ul","mld","mld_se","mld_ll","mld_ul"]
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{"sheet":"RESULTS","index":8,"n_rows":55,"n_cols":8,"rows_kept":55,"cut":false,"hidden":true,"merged":[]}
["Summary measure results"]
[]
[]
[]
["Setting","Date","Indicator","Dimension","Summary measure of health inequality","Estimate","Lower 95% CI","Upper 95% CI"]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Difference (D)",23.62,20.45,26.78]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Ratio (R)",1.31,1.26,1.37]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Absolute Concentration Index (ACI)",4.3,3.75,4.8499999999999996]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Relative Concentration Index (RCI)",4.7,4.6500000000000004,4.74]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Slope Index of Inequality (SII)",29.96]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Relative Index of Inequality (RII)",1.43]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Population Attributable Fraction (PAF)",8.33,8.32,8.33]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Economic status","Population Attributable Risk (PAR)",7.63,6.97,8.2899999999999991]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Difference (D)",99.5,89.22,109.78]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Ratio (R)",2.68,2.36,3.04]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Absolute Concentration Index (ACI)",-21.43,-23.26,-19.59]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Relative Concentration Index (RCI)",-17.93,-18.420000000000002,-17.45]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Slope Index of Inequality (SII)",-146.74]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Relative Index of Inequality (RII)",0.28999999999999998]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Population Attributable Fraction (PAF)",-50.45,-50.49,-50.41]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Economic status","Population Attributable Risk (PAR)",-60.28,-64.81,-55.76]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Difference (D)",35.799999999999997,21.98,49.63]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Ratio (R)",1.56,1.26,1.93]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Population Attributable Fraction (PAF)",9.17,9.17,9.18]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Population Attributable Risk (PAR)",8.4,7.81,8.99]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Mean Difference from Mean (Unweighted) (MDMU)",6.62]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Mean Difference from Mean (Weighted) (MDMW)",5.33]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Index of Disparity (Unweighted) (IDISU)",7.22]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Index of Disparity (Weighted) (IDISW)",5.81]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Mean Difference from Best-Performing Subgroup (Unweighted) (MDBU)",10.33]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Mean Difference from Best-Performing Subgroup (Weighted) (MDBW)",8.4]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Between-Group Variance (BGV)",50.42,31.68,69.16]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Between-Group Standard Deviation (BGSD)",7.1]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Coefficient of Variation (COV)",7.75]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Theil Index (TI)",3.14,3.14,3.15]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Subnational region","Mean Log Deviation (MLD)",3.31,3.31,3.31]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Difference (D)",194.53,172.56,216.5]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Ratio (R)",13.43,6.86,26.29]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Population Attributable Fraction (PAF)",-86.92,-87.01,-86.84]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Population Attributable Risk (PAR)",-104.07,-114.51,-93.63]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Mean Difference from Mean (Unweighted) (MDMU)",44.07]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Mean Difference from Mean (Weighted) (MDMW)",43.35]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Index of Disparity (Unweighted) (IDISU)",36.81]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Index of Disparity (Weighted) (IDISW)",36.21]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Mean Difference from Best-Performing Subgroup (Unweighted) (MDBU)",80.78]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Mean Difference from Best-Performing Subgroup (Weighted) (MDBW)",104.07]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Between-Group Variance (BGV)",2468.71,1933.33,3004.09]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Between-Group Standard Deviation (BGSD)",49.69]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Coefficient of Variation (COV)",41.5]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Theil Index (TI)",86.83,86.81,86.84]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Subnational region","Mean Log Deviation (MLD)",95.33,95.32,95.35]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Place of residence","Difference (D)",8.92,6.72,11.11]
["Indonesia",2017,"Births attended by skilled health personnel (%)","Place of residence","Ratio (R)",1.1000000000000001,1.08,1.1299999999999999]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Place of residence","Difference (D)",57.47,50.8,64.13]
["Nigeria",2016,"Under-five mortality rate (deaths per 1000 live births)","Place of residence","Ratio (R)",1.72,1.6,1.86]