The DOI matches its Crossref record; 32 of the 32 references it cites were found in a registry or an index.
Decomposition procedures for distributional analysis: a unified framework based on the Shapley value
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“However, calculations made with the traditional Shapley method and other methods used in econometrics may produce different results.6”
From Demographic and epidemiologic drivers of global cardiovascular mortality (2015) · cites this paper as [6]
Citations
Cites
Shapley, L. (1988) · Cambridge University Press eBooks · doi:10.1017/cbo9780511528446.003 · Cited by 10,698
Male-female wage differentials in urban labor markets
Oaxaca, R. (1973) · International Economic Review · doi:10.2307/2525981 · Cited by 8,463
17. A Value for n-Person Games
Shapley, L. S. (1953) · Contributions to the Theory of Games (AM-28), Volume II · doi:10.1515/9781400881970-018 · Cited by 6,950
A Class of Decomposable Poverty Measures
Foster, J., Greer, J. W., & Thorbecke, E. (1984) · Econometrica · doi:10.2307/1913475 · Cited by 5,507
Wage Inequality and the Rise in Returns to Skill
Juhn, C., Murphy, K., & Pierce, B. (1993) · Journal of Political Economy · doi:10.1086/261881 · Cited by 2,794
Contributions to the theory of games.
Volume, I. V. (1960) · Journal of the Franklin Institute · doi:10.1016/0016-0032(60)90366-5 · Cited by 1,851
The Class of Additively Decomposable Inequality Measures
Shorrocks, A. F. (1980) · Econometrica · doi:10.2307/1913126 · Cited by 1,732
Self-citationInequality Decomposition by Factor Components
Shorrocks, A. F. (1982) · Econometrica · doi:10.2307/1912537 · Cited by 1,283
Self-citationAxioms of Cooperative Decision Making
Moulin, H. (1988) · doi:10.1017/ccol0521360552 · Cited by 1,279
Decomposable Income Inequality Measures
Bourguignon, F. (1979) · Econometrica · doi:10.2307/1914138 · Cited by 1,080
Research works printed but not linked: 1
- Owen, G.: Values of games with priori unions. In: Heim, R., Moeschlin, O. (eds.) Essays in Mathematical Economics and Game Theory. Springer, New York (1977)
Cited by
Sorted by citations
Items 501–600 of 999
Community Bank Performance: How Important are Managers?
Amel, D. F., & Prager, R. A. (2016) · Review of Industrial Organization · doi:10.1007/s11151-015-9497-5 · Cited by 8
Recio, L. Á. H., Díaz, R. G.-Á., & Atienza, P. (2013) · Health Economics · doi:10.1002/hec.2898 · Cited by 8
Silva, I. D. (2015) · Journal of International Development · doi:10.1002/jid.3103 · Cited by 8
Creedy, J., & Eedrah, J. (2015) · New Zealand Economic Papers · doi:10.1080/00779954.2014.997455 · Cited by 8
Efficient firm groups: Allocative efficiency in cooperative games
Briec, W., & Mussard, S. (2014) · European Journal of Operational Research · doi:10.1016/j.ejor.2014.04.049 · Cited by 8
Inequality of Cameroonian Households: An Analysis Based on Shapley-shorrocks Decomposition
Nembua, C. C., & Clovis, M. W. (2012) · International Journal of Economics and Finance · doi:10.5539/ijef.v4n6p149 · Cited by 8
Navickė, J. (2015) · Socialinė teorija empirija politika ir praktika · doi:10.15388/stepp.2015.10.4861 · Cited by 8
Ledić, M., & Rubil, I. (2019) · Emerald Group Publishing Limited eBooks · doi:10.1108/s1049-258520190000027008 · Cited by 8
Inequality of Opportunities: The Role of the Spatial Factor
Ibragimova, Z., & Франц, М. В. (2020) · Spatial Economics · doi:10.14530/se.2020.4.044-067 · Cited by 8
Working through the Crisis: Jobs and Policies in Developing Countries during the Great Recession
Newhouse, D., Banerji, A., Paci, P., & Robalino, D. (2013) · World Bank, Washington, DC eBooks · doi:10.1596/978-0-8213-8967-6 · Cited by 8
Inequality of Opportunities among Tunisian Children over Time and Space
Jemmali, H. (2018) · Child Indicators Research · doi:10.1007/s12187-018-9538-3 · Cited by 8
Making every dimension count: multidimensional poverty without the “dual cut offâ€Preprint
Datt, G. (2013) · RePEc: Research Papers in Economics · Cited by 8
Epo, B. N., Baye, F. M., & Manga, N. T. A. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1939114 · Cited by 8
Expected Poverty Changes with Economic Growth and RedistributionPreprint
Araar, A. (2012) · SSRN Electronic Journal · doi:10.2139/ssrn.2042163 · Cited by 8
Occupational Segregation by Race and Ethnicity in the US: Differences across StatesPreprint
Gradín, C., del Río, C., & Alonso‐Villar, O. (2011) · RePEc: Research Papers in Economics · Cited by 8
Opportunity-Sensitive Poverty Measurement
Brunori, P., Ferreira, F. H. G., Lugo, M. A., & Peragine, V. (2013) · World Bank, Washington, DC eBooks · doi:10.1596/1813-9450-6728 · Cited by 8
Making Work Pay in Bangladesh: Employment, Growth, and Poverty ReductionPreprint
Paci, P., & Sasin, M. (2008) · RePEc: Research Papers in Economics · Cited by 8
The Wealth of Mexican AmericansPreprint
Cobb‐Clark, D. A., & Hildebrand, V. A. (2004) · SSRN Electronic Journal · doi:10.2139/ssrn.547563 · Cited by 8
Zhang, J., Feng, Y., Zhang, X., Wang, J., Hu, C., Wang, J., & Wang, J. (2024) · BMC Geriatrics · doi:10.1186/s12877-024-05496-y · Cited by 9
Schmutz, R. (2024) · International Journal of Educational Research · doi:10.1016/j.ijer.2024.102495 · Cited by 11
Wang, W., Zhao, Y., Guan, T., Qin, C., Chen, D. S., Jia, H., Zhang, X., & Yu, Y. (2025) · Ecological Indicators · doi:10.1016/j.ecolind.2025.113862 · Cited by 7
Xu, X., Chen, H. H., & Li, Y. (2020) · Energy Sustainability and Society · doi:10.1186/s13705-020-00267-0 · Cited by 7
Merotto, D., & Jiang, H. (2021) · World Bank, Washington, DC eBooks · doi:10.1596/36538 · Cited by 7
Methods to evaluate institutional responses to performance‐based research funding systems
Buckle, R. A., & Creedy, J. (2022) · Australian Economic Papers · doi:10.1111/1467-8454.12263 · Cited by 6
Mphamba, P. N., Chirwa, G. C., & Mazalale, J. (2024) · SSM - Population Health · doi:10.1016/j.ssmph.2024.101606 · Cited by 7
Pro-poor Growth during Exceptional Growth. Evidence from a Transition Economy
Verme, P. (2006) · RePEc: Research Papers in Economics · Cited by 7
Changes in Inequality in Australia and the Redistributional Impacts of Taxes and Government Benefits
Bray, R. S. (2014) · ANU Press eBooks · doi:10.22459/mpw.04.2014.18 · Cited by 7
Distributional effect of the farmer pension program in Taiwan
Luh, Y., & Wei, M. (2018) · China Agricultural Economic Review · doi:10.1108/caer-05-2017-0104 · Cited by 7
University supply expansion and inequality of opportunity of access: the case of Uruguay
Méndez-Errico, L. (2019) · Education Economics · doi:10.1080/09645292.2019.1684448 · Cited by 7
Chen, X., Yan, B., & Gill, T. M. (2020) · Social Indicators Research · doi:10.1007/s11205-020-02436-2 · Cited by 6
Inequality, poverty, and child benefits: evidence from a natural experiment
Paradowski, P. R., & Wolszczak‐Derlacz, J. (2025) · Post-Soviet Affairs · doi:10.1080/1060586x.2025.2487372 · Cited by 7
Dynamics of inequality and opportunities within European countries
Álvarez, A. S., & Menéndez, A. J. L. (2021) · Bulletin of Economic Research · doi:10.1111/boer.12266 · Cited by 7
Maurizio, R., & Monsalvo, A. P. (2021) · Working Paper Series · doi:10.35188/unu-wider/2021/949-5 · Cited by 7
Comparative Spatial Segregation Analytics
Rey, S. J., Cortes, R. X., & Knaap, E. (2021) · Spatial Demography · doi:10.1007/s40980-021-00075-w · Cited by 7
Determinants of job interestingness: Comparison of Japan and other high-income countries
Asuyama, Y. (2021) · Labour Economics · doi:10.1016/j.labeco.2021.102082 · Cited by 7
Agglomeration and the Italian North–South divide
Buzzacchi, L., Marco, A. D., & Pagnini, M. (2024) · Journal of Economic Geography · doi:10.1093/jeg/lbae025 · Cited by 7
Jin, X., Dong, Y., & Du, W. (2022) · Sustainability · doi:10.3390/su14127202 · Cited by 8
Attribution Analysis of Runoff in the Upper Reaches of Jinsha River, China
Wang, L., Cao, H., Li, Y., Feng, B., Qiu, H. J., & Zhang, H. (2022) · Water · doi:10.3390/w14172768 · Cited by 7
Dou, Y., Ye, L., Ai, J., Zhang, C., & Zhou, H. (2023) · Journal of Hydrology · doi:10.1016/j.jhydrol.2023.129506 · Cited by 7
Socioeconomic deprivation, health and healthcare utilisation among millennials
Martínez-Jiménez, M., Hollingsworth, B. P., & Zucchelli, E. (2024) · Social Science & Medicine · doi:10.1016/j.socscimed.2024.116961 · Cited by 7
Making Work Pay in Nicaragua: Employment, Growth, and Poverty Reduction
Ranzani, M., Gutiérrez, C., & Paci, P. (2008) · Cited by 7
Poverty growth in Scandinavian countries: A Sen multi-decomposition
Mussard, S., & Alperin, M. N. P. (2011) · Economic Modelling · doi:10.1016/j.econmod.2011.08.020 · Cited by 7
Changes in Spatial Income Inequality in the Philippines
Balisacan, A. M., & Fuwa, N. (2004) · Cited by 7
Foreign direct investment and income inequality in China
Jin, F. (2009) · Seoul National University Open Repository (Seoul National University) · Cited by 7
Martorano, B. (2015) · Comparative Economic Studies · doi:10.1057/ces.2015.22 · Cited by 7
Deutsch, J., & Silber, J. (2005) · Research in labor economics · doi:10.1016/s0147-9121(05)24008-6 · Cited by 7
Martins, P. M. G. (2017) · Development Policy Review · doi:10.1111/dpr.12222 · Cited by 7
Poverty, growth, inequality: some general and India-specific considerations
Subramanian, S., & Lalvani, M. (2018) · Indian Growth and Development Review · doi:10.1108/igdr-05-2018-0055 · Cited by 7
Predicting Primary Care Use Among Patients in a Large Integrated Health System
Wong, E. S., Maciejewski, M. L., Hebert, P. L., Reddy, A., & Liu, C. (2019) · Medical Care · doi:10.1097/mlr.0000000000001155 · Cited by 7
Jaitiang, D., Huang, W.-C., & Yang, S. (2021) · Sustainability · doi:10.3390/su13095119 · Cited by 7
Leitner, S. (2016) · European Journal of Economics and Economic Policies Intervention · doi:10.4337/ejeep.2016.01.10 · Cited by 7
Understanding the deviation of Australian policy rate from the Taylor rule
Hudson, K. B., & Vespignani, J. (2017) · Applied Economics · doi:10.1080/00036846.2017.1346367 · Cited by 7
Kimhi, A., & Hanuka-Taflia, N. (2019) · The Journal of Economic Inequality · doi:10.1007/s10888-019-9406-5 · Cited by 7
Why do Poverty Rates Differ from Region to Region? The Case of Urban China
Zhang⋆, Y., & Wan, G. (2005) · Journal of the Asia Pacific Economy · doi:10.1080/13547860500291646 · Cited by 7
Globalization and Regional Income Inequality
Wan, G., Lü, M., & Chen, Z. (2004) · Cited by 7
The estimation of the growth and redistribution components of changes in poverty: a reassessment
Bresson, F. (2008) · RePEc: Research Papers in Economics · Cited by 7
Tax Policy and Income Inequality in the U.S., 1979-2007Preprint
Bargain, O., Dolls, M., Immervoll, H., Neumann, D., Peichl, A., Pestel, N., & Siegloch, S. (2014) · SSRN Electronic Journal · doi:10.2139/ssrn.2383239 · Cited by 7
The bidimensional decomposition of inequality: A nested Theil approachPreprint
Giammatteo, M. (2007) · RePEc: Research Papers in Economics · Cited by 7
Why did Poverty Decline in India? A Nonparametric Decomposition Exercise
Balcázar, C. F., Desai, S., Murgai, R., & Narayan, A. (2016) · World Bank, Washington, DC eBooks · doi:10.1596/1813-9450-7602 · Cited by 7
Poverty and Inequality in Ethiopia: 1995/96 - 2004/05Preprint
Dercon, S., Hoddinott, J. F., & Woldehanna, T. (2008) · SSRN Electronic Journal · doi:10.2139/ssrn.1259341 · Cited by 7
Inequality of Opportunity and Intergenerational Persistence in Latin America
Brunori, P., Ferreira, F. H. G., & Neidhöfer, G. (2023) · doi:10.18235/0005207 · Cited by 7
Inequity in antenatal care quality in Zimbabwe: The role of women’s empowerment
Chari, A., & Trust Gangaidzo (2024) · Development Southern Africa · doi:10.1080/0376835x.2024.2366308 · Cited by 6
“The decomposition method assumes symmetric variables and the contributions are summed and interpreted as the marginal e ff ects (Azevedo et al., 2012; Shorrocks, 2013).”
Analysis of attribute importance in multinomial logit models using Shapley values-based methods
Salas, P., la Fuente, R. A. D., Astroza, S., & Carrasco, J. A. (2025) · Journal of Choice Modelling · doi:10.1016/j.jocm.2025.100538 · Cited by 7
Bolbocean, C., Hayes, C. J., & BOGULSKI, C. A. (2026) · Journal of Medical Internet Research · doi:10.2196/81879 · Cited by 6
Alternative Distributions for Inequality Comparisons
Creedy, J. (2017) · Australian Economic Review · doi:10.1111/1467-8462.12238 · Cited by 6
Allanson, P., & Petrie, D. (2021) · Health Economics · doi:10.1002/hec.4373 · Cited by 6
What are the Key Determinants of Child Malnutrition in India? Empirical Evidence from NFHS-4
Seth, P., & Jain, P. (2023) · The Indian Economic Journal · doi:10.1177/00194662221137853 · Cited by 6
Ma, X., Hu, Q., He, J., Li, C., Song, M., Wang, Y., & Qiao, H. (2024) · Scientific Reports · doi:10.1038/s41598-024-64070-z · Cited by 6
Lin, Z., & Chen, X. (2024) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbae126 · Cited by 6
Shapley‐value‐based forecast combination
Franses, P. H., Zou, J., & Wang, W. (2024) · Journal of Forecasting · doi:10.1002/for.3178 · Cited by 6
The determinants of trust: findings from large, representative samples in six OECD countries
Kovacs, R., Dunaiski, M., Galizzi, M. M., Grimalda, G. F., Hortalà-Vallvé, R., Murtin, F., & Putterman, L. G. (2024) · Economica · doi:10.1111/ecca.12549 · Cited by 6
Kaiser, A. H., Mao, S., Sundewall, J., Ross, M., Koy, S., Vorn, S., Koeut, P., & Ekman, B. (2025) · International Journal for Equity in Health · doi:10.1186/s12939-025-02394-6 · Cited by 6
The role of skills and tasks in changing employment trends and income inequality in Chile
Zapata-Román, G. (2021) · Working Paper Series · doi:10.35188/unu-wider/2021/986-0 · Cited by 6
Do Tunisian Children Have an Equal Chance to Access to School 8 Years After Revolution?
Ochi, A., & Saidi, Y. (2021) · Journal of the Knowledge Economy · doi:10.1007/s13132-021-00790-1 · Cited by 6
The Topography of Subnational Inequality
VanHeuvelen, T. (2022) · Social Forces · doi:10.1093/sf/soac074 · Cited by 6
Using shapely values to define subgroups of forecasts for combining
Ding, Z., Chen, H., & Zhou, L. (2022) · Journal of Forecasting · doi:10.1002/for.2920 · Cited by 6
Equitable Access to Vaccines: Myth or Reality?
Hakobyan, S., Rawlings, H., & Yao, J. (2022) · IMF Working Paper · doi:10.5089/9798400229015.001 · Cited by 6
Inequality of Economic Opportunity in Turkey
Gignoux, J., Ferreira, F. H. G., & Aran, M. A. (2010) · doi:10.1596/27837 · Cited by 6
Descomposición de la desigualdad salarial en los Estados de la Frontera Norte de México
Calderón-Villarreal, C., Reynoso, L. H., & Adame, G. L. O. (2015) · Economía Informa · doi:10.1016/j.ecin.2015.08.002 · Cited by 6
Economic Restructuring, Informal Jobs and Pro-poor Growth in Urban China
Luo, C. (2011) · Asian Economic Journal · doi:10.1111/j.1467-8381.2011.02048.x · Cited by 6
“It is also an application of the Shapley decomposition (Shorrocks, 1999).”
MethodInfluentialINCOME INEQUALITY IN THE URBAN AND RURAL SECTORS OF THE NORTHEAST REGION OF BRAZIL
dos Santos, V. F., & Vieira, W. D. C. (2015) · Review of Urban and Regional Development Studies · doi:10.1111/rurd.12037 · Cited by 6
La décomposition des mesures d’inégalité en sources de revenu : méthodes et applications*
Mussard, S. (2008) · L Actualité économique · doi:10.7202/018116ar · Cited by 6
The Marginal Effects in Subgroup Decomposition of the Gini Index
Ogwang, T. (2016) · Journal of Official Statistics · doi:10.1515/jos-2016-0037 · Cited by 6
Beyond Equal Rights: Equality of Opportunity in Political Participation
Hufe, P., & Peichl, A. (2019) · Review of Income and Wealth · doi:10.1111/roiw.12442 · Cited by 6
“Turning to the full set of circumstance groups, we use the Shapley value decomposition methodology proposed by Shorrocks (2012) to display which circumstance group provides the strongest contribution to inequality of opportunity as presented in Table 2.”
Wang, J., Caminada, K., & Wang, C. (2017) · Eastern European Economics · doi:10.1080/00128775.2017.1345637 · Cited by 8
Cuesta, J., Negre, M., Revenga, A. L., & Silva-Jáuregui, C. (2020) · Oxford Development Studies · doi:10.1080/13600818.2020.1784864 · Cited by 6
Implications of Farm–Non-farm Population Shifts for Household Poverty Changes in Cameroon
Epo, B. N., & Baye, F. M. (2013) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.160626 · Cited by 6
International Real Estate Review
Authority, H. K. M., Wong, E. T.-C., Tsang, A., Kong, S., & Authority, H. K. M. (2016) · International Real Estate Review · doi:10.53383/100217 · Cited by 6
Influence of social capital on farmer household income gap: total effect and structural effect
Wang, G., & Lu, Q. (2016) · Chinese Journal of Population Resources and Environment · doi:10.1080/10042857.2016.1149297 · Cited by 6
Assessing the Impact of Population Dynamics on Poverty Measures: A Decomposition Analysis
YIP, P. S. F., Wong, J., Li, B. Y. G., Zhang, Y. L., Kwok, C.-L., & Chen, M. N. (2016) · Social Indicators Research · doi:10.1007/s11205-016-1434-y · Cited by 6
ANÁLISIS COMPARATIVO DE LA DESIGUALDAD SALARIAL ENTRE MÉXICO Y ESTADOS UNIDOS
Villarreal, C. C., Reynoso, L. H., & Adame, G. L. O. (2017) · Investigación Económica · doi:10.1016/j.inveco.2017.02.004 · Cited by 9
Bank, W. (2017) · doi:10.1596/28435 · Cited by 6
Chiang, Y.-S. (2015) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2015.05.026 · Cited by 6
The wellbeing implications of a change in the sex-ratio of a population
Jayaraj, D., & Subramanian, S. (2008) · Social Choice and Welfare · doi:10.1007/s00355-008-0349-1 · Cited by 6
Accounting for recent trends in absolute poverty in Poland: a decomposition analysis
Brzeziński, M. (2012) · Post-Communist Economies · doi:10.1080/14631377.2012.729305 · Cited by 6
Croissance pro-pauvres dans des pays du Moyen-Orient et de l'Afrique du Nord
Mokaddem, L., & Boulila, G. (2011) · Revue d économie du développement · doi:10.3917/edd.251.0077 · Cited by 6
Body, B. K. L., Baninganti, K., Homevoh, E., & Lamadokou, E. A. (2009) · SSRN Electronic Journal · doi:10.2139/ssrn.1427393 · Cited by 6
Concepts and Operationalization of Pro-Poor GrowthPreprint
Negre, M. (2010) · RePEc: Research Papers in Economics · Cited by 6
Measuring Segregation: Basic Concepts and Extensions to Other DomainsPreprint
Silber, J. (2012) · RePEc: Research Papers in Economics · Cited by 6
Inequality of Opportunity in Access to Basic Services Among Egyptian ChildrenPreprint
Aran, M. A., & Ersado, L. (2013) · SSRN Electronic Journal · doi:10.2139/ssrn.2292461 · Cited by 6
Metadata
- Authors
- Shorrocks, A. F.
- Corresponding author
- Shorrocks, Anthony F.
- Venue
- The Journal of Economic Inequality
- Published
- 2012-01-07
- Volume
- 11
- Issue
- 1
- Pages
- 99-126
- ISSN
- 1569-1721 (ISSN-L)
- 1573-8701
- OpenAlex
- W1969981696
- Cited by
- 1,190
- References
- 32
- Citations by year
- 2026: 100 · 2025: 77 · 2024: 69 · 2023: 79 · 2022: 83 · 2021: 96 · 2020: 59 · 2019: 56 · 2018: 55 · 2017: 63 · 2016: 65 · 2015: 40 · 2014: 58 · 2013: 46 · 2012: 37
- FWCI
- 190.94
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- The Journal of Economic Inequality (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Income, Poverty, and Inequality
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Game Theory and Voting Systems
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Economic Theory and Policy
- Keywords
- decomposition method, Shapley value, distributional analysis, poverty decomposition, decomposition of inequality, poverty indicators, causal factors
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review