Using Machine Learning and Qualitative Interviews to Design a Five-Question Women's Agency Index
Author
Abstract
Suggested Citation
Note: CH DEV LS
Download full text from publisher
Other versions of this item:
- Seema Jayachandran & Monica Biradavolu & Jan Cooper, 2021. "Using Machine Learning and Qualitative Interviews to Design a Five-Question Women's Agency Index," CESifo Working Paper Series 8984, CESifo.
- Jayachandran, Seema & Biradavolu, Monica & Cooper, Jan, 2021. "Using machine learning and qualitative interviews to design a five-question women's agency index," CEPR Discussion Papers 15961, C.E.P.R. Discussion Papers.
- Jayachandran, Seema & Biradavolu, Monica & Cooper, Jan, 2021. "Using Machine Learning and Qualitative Interviews to Design a Five-Question Women's Agency Index," IZA Discussion Papers 14221, Institute of Labor Economics (IZA).
References listed on IDEAS
- Ingvild Almås & Alex Armand & Orazio Attanasio & Pedro Carneiro, 2018.
"Measuring and Changing Control: Women's Empowerment and Targeted Transfers,"
Economic Journal, Royal Economic Society, vol. 128(612), pages 609-639, July.
- Attanasio, Orazio & Carneiro, Pedro & Almås, Ingvild & Armand, Alex, 2015. "Measuring and Changing Control: Women's Empowerment and Targeted Transfers," CEPR Discussion Papers 10973, C.E.P.R. Discussion Papers.
- Ingvild Almås & Alex Armand & Orazio Attanasio & Pedro Carneiro, 2016. "Measuring and Changing Control: Women's Empowerment and Targeted Transfers," CeMMAP working papers CWP08/16, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Ingvild Almås & Alex Armand & Orazio Attanasio & Pedro Carneiro, 2015. "Measuring and Changing Control: Women’s Empowerment and Targeted Transfers," NBER Working Papers 21717, National Bureau of Economic Research, Inc.
- Almås, Ingvild & Armand, Alex & Attanasio, Orazio & Carneiro, Pedro, 2016. "Measuring and Changing Control: Women's Empowerment and Targeted Transfers," IZA Discussion Papers 9779, Institute of Labor Economics (IZA).
- Alex Armand & Pedro Carneiro & Ingvild Almas & Orazio Attanasio, 2015. "Measuring and Changing Control: Women's Empowerment and Targeted Transfers," NCID Working Papers 08/2015, Navarra Center for International Development, University of Navarra.
- Ingvild Almås & Alex Armand & Orazio Attanasio & Pedro Carneiro, 2016. "Measuring and Changing Control: Women's Empowerment and Targeted Transfers," CeMMAP working papers 08/16, Institute for Fiscal Studies.
- Malapit, Hazel & Quisumbing, Agnes & Meinzen-Dick, Ruth & Seymour, Greg & Martinez, Elena M. & Heckert, Jessica & Rubin, Deborah & Vaz, Ana & Yount, Kathryn M., 2019. "Development of the project-level Women’s Empowerment in Agriculture Index (pro-WEAI)," World Development, Elsevier, vol. 122(C), pages 675-692.
- Ana Vaz & Pierre Pratley & Sabina Alkire, 2016. "Measuring Women's Autonomy in Chad Using the Relative Autonomy Index," Feminist Economics, Taylor & Francis Journals, vol. 22(1), pages 264-294, January.
- Abigail Barr & Marlene Dekker & Floyd Mwansa & Tia Linda Zuze, 2020. "Financial decision-making, gender and social norms in Zambia: Preliminary report on the quantitative data generation, analysis and results," Discussion Papers 2020-06, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
- Lupin Rahman & Vijayendra Rao, 2004. "The Determinants of Gender Equity in India: Examining Dyson and Moore's Thesis with New Data," Population and Development Review, The Population Council, Inc., vol. 30(2), pages 239-268, June.
- Jha, Saumitra & Rao, Vijayendra & Woolcock, Michael, 2007.
"Governance in the Gullies: Democratic Responsiveness and Leadership in Delhi's Slums,"
World Development, Elsevier, vol. 35(2), pages 230-246, February.
- Jha, Saumitra & Rao, Vijayendra & Woolcock, Michael, 2005. "Governance in the gullies : democratic responsiveness and leadership in Delhi's slums," Policy Research Working Paper Series 3694, The World Bank.
- Seema Jayachandran, 2015.
"The Roots of Gender Inequality in Developing Countries,"
Annual Review of Economics, Annual Reviews, vol. 7(1), pages 63-88, August.
- Seema Jayachandran, 2014. "The Roots of Gender Inequality in Developing Countries," Working Papers id:6028, eSocialSciences.
- Seema Jayachandran, 2014. "The Roots of Gender Inequality in Developing Countries," NBER Working Papers 20380, National Bureau of Economic Research, Inc.
- Rossalina Latcheva, 2011. "Cognitive interviewing and factor-analytic techniques: a mixed method approach to validity of survey items measuring national identity," Quality & Quantity: International Journal of Methodology, Springer, vol. 45(6), pages 1175-1199, October.
- Aletheia Donald & Gayatri Koolwal & Jeannie Annan & Kathryn Falb & Markus Goldstein, 2020.
"Measuring Women’s Agency,"
Feminist Economics, Taylor & Francis Journals, vol. 26(3), pages 200-226, July.
- Donald,Aletheia Amalia & Koolwal,Gayatri B. & Annan,Jeannie Ruth & Falb,Kathryn & Goldstein,Markus P., 2017. "Measuring women's agency," Policy Research Working Paper Series 8148, The World Bank.
- Knippenberg, Erwin & Jensen, Nathaniel & Constas, Mark, 2019. "Quantifying household resilience with high frequency data: Temporal dynamics and methodological options," World Development, Elsevier, vol. 121(C), pages 1-15.
- Shaffer, Paul, 2013. "Ten Years of “Q-Squared”: Implications for Understanding and Explaining Poverty," World Development, Elsevier, vol. 45(C), pages 269-285.
- Martha NUSSBAUM, 1999. "Women and equality: The capabilities approach," International Labour Review, International Labour Organization, vol. 138(3), pages 227-245, September.
- Laszlo, Sonia & Grantham, Kate & Oskay, Ecem & Zhang, Tingting, 2020. "Grappling with the challenges of measuring women's economic empowerment in intrahousehold settings," World Development, Elsevier, vol. 132(C).
- Maiorano, Diego & Shrimankar, Dishil & Thapar-Björkert, Suruchi & Blomkvist, Hans, 2021. "Measuring empowerment: Choices, values and norms," World Development, Elsevier, vol. 138(C).
- Giulia Greco & Jolene Skordis-Worrall & Anne Mills, 2018. "Development, Validity, and Reliability of the Women’s Capabilities Index," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 19(3), pages 271-288, July.
- Robin Richardson & Norbert Schmitz & Sam Harper & Arijit Nandi, 2019. "Development of a Tool to Measure Women’s Agency in India," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 20(1), pages 26-53, January.
- Hargreaves, James R. & Morison, Linda A. & Gear, John S.S. & Makhubele, Mzamani B. & Porter, John D.H. & Busza, Joanna & Watts, Charlotte & Kim, Julia C. & Pronyk, Paul M., 2007. ""Hearing the Voices of the Poor": Assigning Poverty Lines on the Basis of Local Perceptions of Poverty. A Quantitative Analysis of Qualitative Data from Participatory Wealth Ranking in Rural," World Development, Elsevier, vol. 35(2), pages 212-229, February.
- Alasdair Cohen & Michaela Saisana, 2014. "Quantifying the Qualitative: Eliciting Expert Input to Develop the Multidimensional Poverty Assessment Tool," Journal of Development Studies, Taylor & Francis Journals, vol. 50(1), pages 35-50, January.
- Deborah Naybor & Jessie P. H. Poon & Irene Casas, 2016. "Mobility Disadvantage and Livelihood Opportunities of Marginalized Widowed Women in Rural Uganda," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 106(2), pages 404-412, March.
- Linden McBride & Austin Nichols, 2018.
"Retooling Poverty Targeting Using Out-of-Sample Validation and Machine Learning,"
The World Bank Economic Review, World Bank, vol. 32(3), pages 531-550.
- Mcbride,Linden & Nichols,Austin, 2016. "Retooling poverty targeting using out-of-sample validation and machine learning," Policy Research Working Paper Series 7849, The World Bank.
- Laura Camfield & Gina Crivello & Martin Woodhead, 2009. "Wellbeing Research in Developing Countries: Reviewing the Role of Qualitative Methods," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 90(1), pages 5-31, January.
- Alison Woodcock & Laura Camfield & J. McGregor & Faith Martin, 2009. "Validation of the WeDQoL-Goals-Thailand Measure: Culture-Specific Individualised Quality of Life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 94(1), pages 135-171, October.
- Naila Kabeer, 1999. "Resources, Agency, Achievements: Reflections on the Measurement of Women's Empowerment," Development and Change, International Institute of Social Studies, vol. 30(3), pages 435-464, July.
- Peterman, Amber & Schwab, Benjamin & Roy, Shalini & Hidrobo, Melissa & Gilligan, Daniel O., 2021. "Measuring women’s decisionmaking: Indicator choice and survey design experiments from cash and food transfer evaluations in Ecuador, Uganda and Yemen," World Development, Elsevier, vol. 141(C).
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- McCarthy, Aine Seitz & Krause, Brooke, 2024. "Age and Agency: Evidence from a Women’s Empowerment Program in Tanzania," World Development, Elsevier, vol. 178(C).
- Augsburg, Britta & Malde, Bansi & Olorenshaw, Harriet & Wahhaj, Zaki, 2023.
"To invest or not to invest in sanitation: The role of intra-household gender differences in perceptions and bargaining power,"
Journal of Development Economics, Elsevier, vol. 162(C).
- Britta Augsburg & Bansi Malde & Harriet Olorenshaw & Zaki Wahhaj, 2021. "To invest or not to invest in sanitation: the role of intra-household gender differences in perceptions and bargaining power," IFS Working Papers W21/45, Institute for Fiscal Studies.
- Britta Augsburg & Bansi Malde & Harriet Olorenshaw & Zaki Wahhaj, 2023. "To invest or not to invest in sanitation: the role of intra-household gender differences in perceptions and bargaining power," IFS Working Papers W23/04, Institute for Fiscal Studies.
- Katie Tavenner & Todd A. Crane, 2022. "Hitting the target and missing the point? On the risks of measuring women’s empowerment in agricultural development," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 39(3), pages 849-857, September.
- Saha, Shree & Narayanan, Sudha, 2022.
"A simplified measure of nutritional empowerment: Using machine learning to abbreviate the Women’s Empowerment in Nutrition Index (WENI),"
World Development, Elsevier, vol. 154(C).
- Shree Saha & Sudha Narayanan, 2020. "A Simplified measure of nutritional empowerment using machine learning to abbreviate the Women's Empowerment in Nutrition Index (WENI)," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2020-031, Indira Gandhi Institute of Development Research, Mumbai, India.
- Caroline Krafft & Ragui Assaad & Isabel Pastoor, 2021.
"How Do Gender Norms Shape Education and Domestic Work Outcomes? The Case of Syrian Refugee Adolescents in Jordan,"
HiCN Working Papers
361, Households in Conflict Network.
- Krafft,Caroline Gould & Ragui,Assaad & Pastoor,Isabel, 2021. "How Do Gender Norms Shape Education and Domestic Work Outcomes ? The Case of Syrian RefugeeAdolescents in Jordan," Policy Research Working Paper Series 9820, The World Bank.
- Vijayendra Rao, 2023.
"Can Economics Become More Reflexive? Exploring the Potential of Mixed Methods,"
Springer Books, in: Ashwini Deshpande (ed.), Handbook on Economics of Discrimination and Affirmative Action, chapter 14, pages 323-349,
Springer.
- Rao,Vijayendra, 2022. "Can Economics Become More Reflexive ? Exploring the Potential of Mixed-Methods," Policy Research Working Paper Series 9918, The World Bank.
- Beltramo, Theresa P. & Calvi, Rossella & De Giorgi, Giacomo & Sarr, Ibrahima, 2023.
"Child poverty among refugees,"
World Development, Elsevier, vol. 171(C).
- Beltramo, Theresa & Calvi, Rossella & De Giorgi, Giacomo & Sarr, Ibrahima, 2023. "Child Poverty Among Refugees," CEPR Discussion Papers 17870, C.E.P.R. Discussion Papers.
- Ingvild Almås & Orazio Attanasio & Pamela Jervis, 2024. "Presidential Address: Economics and Measurement: New Measures to Model Decision Making," Econometrica, Econometric Society, vol. 92(4), pages 947-978, July.
- Bjorkegren, Dan & Blumenstock, Joshua & Knight, Samsun, 2022.
"(Machine) Learning What Policies Value,"
CEPR Discussion Papers
17364, C.E.P.R. Discussion Papers.
- Daniel Bjorkegren & Joshua E. Blumenstock & Samsun Knight, 2022. "(Machine) Learning What Policies Value," Papers 2206.00727, arXiv.org.
- Bryan, Gharad & Karlan, Dean & Osman, Adam, 2024. "Big loans to small businesses: predicting winners and losers in an entrepreneurial lending experiment," LSE Research Online Documents on Economics 120637, London School of Economics and Political Science, LSE Library.
- Harris, J. Andrew & van der Windt, Peter, 2023. "Empowering women or increasing response bias? Experimental evidence from Congo," Journal of Development Economics, Elsevier, vol. 164(C).
- Ashwin,Julian & Rao,Vijayendra & Biradavolu,Monica Rao & Chhabra,Aditya & Haque,Arshia & Khan,Afsana Iffat & Krishnan,Nandini, 2022. "A Method to Scale-Up Interpretative Qualitative Analysis, with an Application toAspirations in Cox’s Bazaar, Bangladesh," Policy Research Working Paper Series 10046, The World Bank.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Jayachandran, Seema & Biradavolu, Monica & Cooper, Jan, 2023. "Using machine learning and qualitative interviews to design a five-question survey module for women’s agency," World Development, Elsevier, vol. 161(C).
- Laszlo, Sonia & Grantham, Kate & Oskay, Ecem & Zhang, Tingting, 2020. "Grappling with the challenges of measuring women's economic empowerment in intrahousehold settings," World Development, Elsevier, vol. 132(C).
- Peterman, Amber & Schwab, Benjamin & Roy, Shalini & Hidrobo, Melissa & Gilligan, Daniel O., 2021. "Measuring women’s decisionmaking: Indicator choice and survey design experiments from cash and food transfer evaluations in Ecuador, Uganda and Yemen," World Development, Elsevier, vol. 141(C).
- Qanti, Sara Ratna & Peralta, Alexandra & Zeng, Di, 2021. "Social Norms and Perception on Women's Participation in Agricultural Decisions: The Case of West Java, Indonesia," 2021 Conference, August 17-31, 2021, Virtual 314984, International Association of Agricultural Economists.
- Lu Gram & Joanna Morrison & Jolene Skordis-Worrall, 2019. "Organising Concepts of ‘Women’s Empowerment’ for Measurement: A Typology," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(3), pages 1349-1376, June.
- Seymour, Greg & Peterman, Amber, 2018. "Context and measurement: An analysis of the relationship between intrahousehold decision making and autonomy," World Development, Elsevier, vol. 111(C), pages 97-112.
- Raj, Anita & Dey, Arnab & Rao, Namratha & Yore, Jennifer & McDougal, Lotus & Bhan, Nandita & Silverman, Jay G. & Hay, Katherine & Thomas, Edwin E. & Fotso, Jean Christophe & Lundgren, Rebecka, 2024. "The EMERGE framework to measure empowerment for health and development," Social Science & Medicine, Elsevier, vol. 351(S1).
- Janina Isabel Steinert & Lucie Dale Cluver & G. J. Melendez-Torres & Sebastian Vollmer, 2018. "One Size Fits All? The Validity of a Composite Poverty Index Across Urban and Rural Households in South Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 51-72, February.
- Bussolo,Maurizio & Ezebuihe,Jessy Amarachi & Munoz Boudet,Ana Maria & Poupakis,Stavros & Rahman,Tasmia & Sarma,Nayantara, 2022. "Social Norms and Gender Equality : A Descriptive Analysis for South Asia," Policy Research Working Paper Series 10142, The World Bank.
- O'Hara, Corey & Clement, Floriane, 2018. "Power as agency: A critical reflection on the measurement of women’s empowerment in the development sector," World Development, Elsevier, vol. 106(C), pages 111-123.
- Bergolo, Marcelo & Galván, Estefanía, 2018.
"Intra-household Behavioral Responses to Cash Transfer Programs. Evidence from a Regression Discontinuity Design,"
World Development, Elsevier, vol. 103(C), pages 100-118.
- Marcelo Bergolo & Estefanía Galván, 2016. "Intra-household Behavioral Responses to Cash Transfer Programs. Evidence from a Regression Discontinuity Design," Documentos de Trabajo (working papers) 16-06, Instituto de EconomÃa - IECON.
- Marcelo Bergolo & Estefanía Galván, 2018. "Intra-household Behavioral Responses to Cash Transfer Programs. Evidence from a Regression Discontinuity Design," Post-Print hal-01725328, HAL.
- Bergolo, Marcelo & Galvan, Estefania, 2016. "Intra-Household Behavioral Responses to Cash Transfer Programs: Evidence from a Regression Discontinuity Design," IZA Discussion Papers 10310, Institute of Labor Economics (IZA).
- Scognamillo, Antonio & Song, Chun & Ignaciuk, Adriana, 2023. "No man is an Island: A spatially explicit approach to measure development resilience," World Development, Elsevier, vol. 171(C).
- Almås, Ingvild & Somville, Vincent, 2020.
"The effect of gender-targeted transfers: Experimental Evidence from India,"
CEPR Discussion Papers
15218, C.E.P.R. Discussion Papers.
- Almås, Ingvild & Somville, Vincent & Vandewalle, Lore, 2020. "The Effect of Gender-Targeted Transfers: Experimental Evidence From India," Discussion Paper Series in Economics 16/2020, Norwegian School of Economics, Department of Economics.
- Gebremeskel Berhane Tesfay & Babatunde Abidoye, 2019. "Shocks in food availability and intra-household resources allocation: evidence on children nutrition outcomes in Ethiopia," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 7(1), pages 1-21, December.
- Alexandra Peralta, 2022. "The role of men and women in agriculture and agricultural decisions in Vanuatu," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 9(1), pages 59-80, January.
- Diana Lopez-Avila, 2016. "Measuring Women's Empowerment: lessons to better understand domestic violence," PSE Working Papers halshs-01294565, HAL.
- Sojin Yu & Feinian Chen & Sonalde Desai, 2023. "Aligning household decision-making with work and education: A comparative analysis of women’s empowerment," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 48(19), pages 513-548.
- Catherine Bros & Véronique Gille & François Maniquet, 2023.
"Female labour, status and decision power,"
Economica, London School of Economics and Political Science, vol. 90(358), pages 453-476, April.
- Bros, Catherine & Gille, Véronique & Maniquet, François, 2022. "Female labour, status and decision power," LIDAM Discussion Papers CORE 2022027, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Bros, Catherine & Gille, Véronique & Maniquet, François, 2022. "Female labour, status and decision power," LIDAM Reprints CORE 3218, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Catherine Bros & Véronique Gille & François Maniquet, 2022. "Female labour, status and decision power," Post-Print hal-04142936, HAL.
- Michael Halewood & Ana Bedmar Villanueva & Jazzy Rasolojaona & Michelle Andriamahazo & Naritiana Rakotoniaina & Bienvenu Bossou & Toussaint Mikpon & Raymond Vodouhe & Lena Fey & Andreas Drews & P. Lav, 2021. "Enhancing farmers’ agency in the global crop commons through use of biocultural community protocols," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 38(2), pages 579-594, June.
- Sara Ratna Qanti & Alexandra Peralta & Di Zeng, 2022. "Social norms and perceptions drive women’s participation in agricultural decisions in West Java, Indonesia," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 39(2), pages 645-662, June.
More about this item
JEL classification:
- C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
- D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
- J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
- O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
NEP fields
This paper has been announced in the following NEP Reports:- NEP-CMP-2021-04-05 (Computational Economics)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:28626. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.