Inequalities in early childhood care and development in low/middle-income countries: 2010–2018
Open accessAbstract
Background: Inequalities in early childhood development (ECD) tend to persist into adulthood and amplify across the life course. To date, little research on inequalities in early childhood care and development in low/middle-income countries has been available to guide governments, donors and civil society in identifying which young children and families should be targeted by policies and programmes to improve nurturing care that could prevent them from being left behind. Methods: Using data from 135 Demographic and Health Surveys and Multiple Indicator Cluster Surveys between 2010 and 2018, we assessed levels and trends of inequalities in exposure to risks of stunting or extreme poverty (under age 5; levels in 85 and trends in 40 countries), early attendance of early care and education programmes (36-59 months; 65 and 17 countries), home stimulation (36-59 months; 62 and 14 countries) and child development according to the Early Childhood Development Index (36-59 months; 60 and 13 countries). Inequalities within countries were measured as the absolute gap in three domains-child gender, household wealth and residential area-and compared across regions and country income groups. Results: 63% of children were not exposed to stunting or extreme poverty; 39% of 3-4-year olds attended early care and education; and 69% received a level of reported home stimulation defined as adequate. Sub-Saharan Africa had the lowest proportion of children not exposed to stunting or extreme poverty (45%), attending early care and education (24%) and receiving adequate home stimulation (47%). Substantial gaps in all indicators were found across country income groups, residential areas and household wealth categories. There were no significant reductions in gaps over time for a subset of countries with available data in two survey rounds. Conclusions: Available data indicate large inequalities in early experiences and outcomes. Efforts of reducing these inequalities must focus on the poorest families and those living in rural areas in the poorest countries. Improving and applying population-level measurements on ECD in more countries over time are important for ensuring equal opportunities for young children globally.
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The same analysis highlighted that the children had less home stimulation and low attendance at early childcare education, indicators associated with a poorer status in subsequent school learning, labour market productivity and health.
“The study also highlighted that the children had less home stimulation and low attendance at early childcare education; indicators associated with a poorer status in subsequent school learning, labour market productivity and health [3].”
From Assessing early child development and its association with stunting and schistosome infections in rural Zimbabwean children using the Griffiths Scales of Child Development (2021) · cites this paper as [3]
The Results report that 69% of children received adequate home stimulation and 39% of 3–4-year-olds attended early care and education, supporting the claim of limited access. The Introduction says early childhood development is a foundation for later education, work productivity and health, but this analysis does not establish that its home-stimulation or attendance indicators are associated with those later outcomes. (LLM, conf=0.84)
Experimental — accuracy not yet measuredThe authors of this study correctly highlight that these studies were handicapped by the lack of reliable data from several low-income countries and poor representation of rural communities.
“The authors of this study correctly highlight that these studies were handicapped by the lack of reliable data from several low-income countries and in cases where there were data available; there was poor representation of rural communities [3].”
From Assessing early child development and its association with stunting and schistosome infections in rural Zimbabwean children using the Griffiths Scales of Child Development (2021) · cites this paper as [3]
The Discussion (page not provided) says the analysis covered only a limited number of low- and middle-income countries and that high-quality, comparable developmental data remain limited. It does not say rural communities were poorly represented in the available surveys; its rural–urban findings concern differences in children’s outcomes, not survey representation. (LLM, conf=0.88)
Experimental — accuracy not yet measuredThe analysis also showed that children in urban areas or those in the richest household scored better on all indicators of child development than those in rural areas or those from poorer households.
“Furthermore, the analysis also showed that children in urban areas or those in the richest household scored better on all indicators of child development than those in rural areas or those from poorer households.”
From Assessing early child development and its association with stunting and schistosome infections in rural Zimbabwean children using the Griffiths Scales of Child Development (2021) · cites this paper as [3]
The Discussion (page not specified) says that, in most countries, urban children and children in the wealthiest households fared better on the four indicators than rural children and those in the poorest households. The claim omits the ‘most countries’ qualifier and broadens ‘poorest’ to ‘poorer’; the Methods also state that wealth inequality was not measured for the risk-exposure indicator. (LLM, conf=0.83)
Experimental — accuracy not yet measuredA recent analysis of indicators of early childhood experiences and outcomes in low and middle-income countries indicated that children in sub-Saharan Africa were exposed to stunting or extreme poverty.
“A recent analysis of indicators of early childhood experiences and outcomes in low and middle-income countries comprised of 135 national household surveys, collected between 2010 and 2018 from 94 countries indicated that children in sub-Saharan Africa were exposed to stunting or extreme poverty [3].”
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Cites
Filmer, D. P., & Pritchett, L. H. (2001) · Demography · doi:10.2307/3088292 · Cited by 5,843 · see citing works
Developmental potential in the first 5 years for children in developing countries
Grantham-McGregor, S., Cheung, Y. B., Cueto, S., Glewwe, P., Richter, L., & Strupp, B. (2007) · The Lancet · doi:10.1016/s0140-6736(07)60032-4 · Cited by 3,630 · see citing works
Self-citationEarly childhood development coming of age: science through the life course
Black, M. M., Walker, S. P., Fernald, L. C. H., Andersen, C. T., DiGirolamo, A. M., Lu, C., McCoy, D. C., Fink, G., Shawar, Y. R., Shiffman, J., et al. (2017) · The Lancet · doi:10.1016/s0140-6736(16)31389-7 · Cited by 3,014 · see citing works
Self-citationChild development: risk factors for adverse outcomes in developing countries
Walker, S. P., Wachs, T. D., Meeks Gardner, J., Lozoff, B., Wasserman, G. A., Pollitt, E., & Carter, J. A. (2007) · The Lancet · doi:10.1016/s0140-6736(07)60076-2 · Cited by 2,133 · see citing works
Nurturing care: Promoting early childhood development
Britto, P. R., Lye, S. J., Proulx, K., Yousafzai, A. K., Matthews, S. G., Vaivada, T., Perez-Escamilla, R., Rao, N., Ip, P., Fernald, L. C. H., et al. (2017) · The Lancet · doi:10.1016/s0140-6736(16)31390-3 · Cited by 1,796 · see citing works
Sexual dimorphism of brain developmental trajectories during childhood and adolescence
Lenroot, R. K., Gogtay, N., Greenstein, D. K., Wells, E. M., Wallace, G. L., Clasen, L. S., Blumenthal, J. D., Lerch, J., Zijdenbos, A. P., Evans, A. C., et al. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.03.053 · Cited by 1,309 · see citing works
Origins of lifetime health around the time of conception: causes and consequences
Fleming, T. P., Watkins, A. J., Velazquez, M. A., Mathers, J. C., Prentice, A. M., Stephenson, J., Barker, M., Saffery, R., Yajnik, C. S., Eckert, J. J., et al. (2018) · The Lancet · doi:10.1016/s0140-6736(18)30312-x · Cited by 1,147 · see citing works
Richter, L., Daelmans, B. M. E. G., Lombardi, J., Heymann, J. S., Bóo, F. L., Behrman, J. R., Lu, C., Lucas, J. E., Pérez‐Escamilla, R., Dua, T., et al. (2016) · The Lancet · doi:10.1016/s0140-6736(16)31698-1 · Cited by 933 · see citing works
Self-citationEarly childhood poverty and adult attainment, behavior, and health
Duncan, G. J., Ziol-Guest, K. M., & Kalil, A. (2010) · Child Development · doi:10.1111/j.1467-8624.2009.01396.x · Cited by 859 · see citing works
Lu, C., Black, M. M., & Richter, L. (2016) · The Lancet Global Health · doi:10.1016/s2214-109x(16)30266-2 · Cited by 623 · see citing works
Self-citationThe Productivity Argument for Investing in Young Children
Heckman, J. J., & Masterov, D. V. (2007) · National Bureau of Economic Research · doi:10.3386/w13016 · Cited by 603 · see citing works
The economic rationale for investing in stunting reduction
Hoddinott, J. F., Alderman, H., Behrman, J. R., Haddad, L., & Horton, S. (2013) · Maternal and Child Nutrition · doi:10.1111/mcn.12080 · Cited by 570 · see citing works
McCoy, D. C., Peet, E. D., Ezzati, M., Danaei, G., Black, M. M., Sudfeld, C. R., Fawzi, W. W., & Fink, G. (2016) · PLoS Medicine · doi:10.1371/journal.pmed.1002034 · Cited by 564 · see citing works
Self-citationAn Integrated Scientific Framework for Child Survival and Early Childhood Development
Shonkoff, J. P., Richter, L., van der Gaag, J., & Bhutta, Z. A. (2012) · PEDIATRICS · doi:10.1542/peds.2011-0366 · Cited by 360 · see citing works
Self-citationCognitive and socioemotional caregiving in developing countries
Bornstein, M. H., & Putnick, D. L. (2012) · Child Development · doi:10.1111/j.1467-8624.2011.01673.x · Cited by 274 · see citing works
Home- and center-based learning opportunities for preschoolers in low- and middle-income countries
McCoy, D. C., Salhi, C., Yoshikawa, H., Black, M., Britto, P., & Fink, G. (2018) · Children and Youth Services Review · doi:10.1016/j.childyouth.2018.02.021 · Cited by 106 · see citing works
Self-citationChildhood Circumstances and the Intergenerational Transmission of Socioeconomic Status
Carvalho, L. (2012) · Demography · doi:10.1007/s13524-012-0120-1 · Cited by 78 · see citing works
Requejo, J. H., Diaz, T., Park, L., Chou, D., Choudhury, A., Guthold, R., Jackson, D. J., Moller, A., Monet, J.-P., Moran, A. C., et al. (2020) · BMJ · doi:10.1136/bmj.l6915 · Cited by 48 · see citing works
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- [22]Grantham-McGregor S, Cheung YB, Cueto S, et al Developmental potential in the first 5 years for children in developing countries. Lancet 2007. PMC2270351 17208643
Cited by
Sorted by citations
McCoy, D. C., Cuartas, J. A., Behrman, J. R., Cappa, C., Heymann, J. S., Bóo, F. L., Lu, C., Raikes, A., Richter, L., Stein, A. L., et al. (2021) · Child Development · doi:10.1111/cdev.13658 · Cited by 125 · see citing works
Self-citationMcCoy, D. C., Seiden, J., Cuartas, J. A., Pisani, L., & Waldman, M. R. (2022) · The Lancet Child & Adolescent Health · doi:10.1016/s2352-4642(22)00076-1 · Cited by 87 · see citing works
Self-citationBliznashka, L., Udo, I. E., Sudfeld, C. R., Fawzi, W. W., & Yousafzai, A. K. (2021) · PLoS Medicine · doi:10.1371/journal.pmed.1003781 · Cited by 73 · see citing works
Global tracking of access and quality in early childhood care and education
Raikes, A., Rao, N., Yoshikawa, H., Cohrssen, C., Behrman, J. R., Cappa, C., Devercelli, A. E., Bóo, F. L., McCoy, D. C., & Richter, L. (2023) · International journal of child care and education policy/International journal of child care and education · doi:10.1186/s40723-023-00116-5 · Cited by 66 · see citing works
Self-citationCorporal punishment and early childhood development in 49 low- and middle-income countries
Cuartas, J. A. (2021) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2021.105205 · Cited by 62 · see citing works
Self-citationRey‐Guerra, C., Maldonado‐Carreño, C., Ponguta, L. A., Nieto, A. M., & Yoshikawa, H. (2021) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2021.08.002 · Cited by 61 · see citing works
Shrestha, M. L., Perry, K. E., Thapa, B., Adhikari, R. P., & Weissman, A. (2022) · Maternal and Child Nutrition · doi:10.1111/mcn.13321 · Cited by 57 · see citing works
Cuartas, J. A., McCoy, D. C., Sánchez-Ariza, J., Behrman, J. R., Cappa, C., Donati, G., Heymann, J. S., Lu, C., Raikes, A., Rao, N., et al. (2023) · Developmental Science · doi:10.1111/desc.13404 · Cited by 56 · see citing works
Self-citationJeong, J., Bliznashka, L., Sullivan, E., Hentschel, E., Jeon, Y., Strong, K., & Daelmans, B. M. E. G. (2022) · PLOS Global Public Health · doi:10.1371/journal.pgph.0000373 · Cited by 47 · see citing works
Self-citationAssessing the Inequality of Early Child Development in China - A Population-Based Study
Zhang, Y., Kang, L., Zhao, J. H., Song, Y., Jiang, F., & Lu, C. (2021) · The Lancet Regional Health - Western Pacific · doi:10.1016/j.lanwpc.2021.100221 · Cited by 46 · see citing works
Self-citationNurturing Care for Early Childhood Development: Global Perspective and Guidance
Daelmans, B. M. E. G., Manji, S. A., & Raina, N. (2021) · Indian Pediatrics · doi:10.1007/s13312-021-2349-5 · Cited by 46 · see citing works
Self-citationMorais, R. L. D. S., Magalhães, L. D. C., Nobre, J. N. P., Pinto, P. A. F., Neves, K. D. R., & Carvalho, A. M. (2021) · Infant Behavior and Development · doi:10.1016/j.infbeh.2021.101619 · Cited by 38 · see citing works
Venâncio, S. I., Teixeira, J. A., de Bortoli, M. C., & Bernal, R. T. I. (2021) · The Lancet Regional Health - Americas · doi:10.1016/j.lana.2021.100139 · Cited by 37 · see citing works
Rao, N., Su, Y., & Gong, J. (2022) · International Journal of Early Childhood · doi:10.1007/s13158-022-00326-x · Cited by 36 · see citing works
Rao, N., Cohrssen, C., Sun, J., Su, Y., & Perlman, M. (2021) · Advances in child development and behavior · doi:10.1016/bs.acdb.2021.04.002 · Cited by 33 · see citing works
Data for action on early childhood development
Richter, L. M., Cappa, C., Issa, G., Lu, C., Petrowski, N., & Naicker, S. N. (2020) · The Lancet · doi:10.1016/s0140-6736(20)32482-x · Cited by 33 · see citing works
Self-citationMeasuring and forecasting progress in education: what about early childhood?
Richter, L., Behrman, J. R., Britto, P. R., Cappa, C., Cohrssen, C., Cuartas, J. A., Daelmans, B. M. E. G., Devercelli, A. E., Fink, G., Fredman, S., et al. (2021) · npj Science of Learning · doi:10.1038/s41539-021-00106-7 · Cited by 29 · see citing works
Self-citationChatterjee, P., Chen, J. T., Yousafzai, A. K., Kawachi, I. I., & Subramanian, S. V. (2023) · International Journal for Equity in Health · doi:10.1186/s12939-023-01917-3 · Cited by 29 · see citing works
Perumal, N., Blakstad, M. M., Fink, G., Lambiris, M. J., Bliznashka, L., Danaei, G., & Sudfeld, C. R. (2021) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/nqab234 · Cited by 28 · see citing works
Self-citationWeber, A. M., Diop, Y., Gillespie, D., Ratsifandrihamanana, L., & Darmstadt, G. L. (2021) · BMJ Global Health · doi:10.1136/bmjgh-2021-006218 · Cited by 27 · see citing works
How overstated scientific claims undermine ethical principles in parenting interventions
Scheidecker, G., Oppong, S., Chaudhary, N., & Keller, H. (2021) · BMJ Global Health · doi:10.1136/bmjgh-2021-007323 · Cited by 27 · see citing works
Emerson, E., & Llewellyn, G. M. (2020) · Disability and health journal · doi:10.1016/j.dhjo.2020.100986 · Cited by 26 · see citing works
Betancur, L., Miller, P. L., & Votruba‐Drzal, E. (2023) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2023.08.008 · Cited by 26 · see citing works
Mutapi, F., Pfavayi, L., Osakunor, D., Lim, R., Kasambala, M., Mutemeri, A., Rusakaniko, S., Chibanda, D., & Mduluza, T. (2021) · PLOS Neglected Tropical Diseases · doi:10.1371/journal.pntd.0009660 · Cited by 25 · see citing works
Wang, X., Zhang, Y., Zhao, J. H., Shan, W., Zhang, Z., Wang, G., Jiang, Y., Zhu, W., Zhang, D. “., He, Y., et al. (2020) · International Journal of Epidemiology · doi:10.1093/ije/dyaa279 · Cited by 23 · see citing works
Allel, K., Jaoude, G. J. A., Poupakis, S., Batura, N., Skordis, J., & Haghparast‐Bidgoli, H. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18073340 · Cited by 23 · see citing works
Odo, D. B., Yang, I. A., Dey, S., Hammer, M. S., van Donkelaar, A., Martin, R. V., Dong, G., Yang, B., Hystad, P., & Knibbs, L. D. (2022) · SSRN Electronic Journal · doi:10.1016/j.envpol.2022.120916 · Cited by 23 · see citing works
Uchitel, J., Alden, E. R., Bhutta, Z. A., Cavallera, V., Lucas, J. E., Oberklaid, F., Patterson, J. C., Raghavan, C., Richter, L., Rikard, B. K., et al. (2022) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0000000000001112 · Cited by 21 · see citing works
Self-citationThe developmental consequences of early exposure to climate change-related risks
Cuartas, J. A., McCoy, D. C., Torres, I., Burghardt, L. C., Shonkoff, J. P., & Yoshikawa, H. (2024) · Child Development Perspectives · doi:10.1111/cdep.12503 · Cited by 21 · see citing works
Self-citationda Silva, E. V., Hartwig, F. P., Barros, F. C., & Murray, J. (2022) · BMJ Global Health · doi:10.1136/bmjgh-2021-007116 · Cited by 20 · see citing works
Balza, L. H., Cuartas, J. A., Gómez‐Parra, N., & Serebrisky, T. (2024) · World Development · doi:10.1016/j.worlddev.2024.106817 · Cited by 19 · see citing works
Self-citationBliznashka, L., Jeong, J., & Jaacks, L. M. (2023) · PLOS Global Public Health · doi:10.1371/journal.pgph.0001116 · Cited by 19 · see citing works
Oflu, A. T., & Yalçın, S. S. (2023) · International Journal of Environmental Health Research · doi:10.1080/09603123.2023.2227582 · Cited by 19 · see citing works
Harnett, N. G., Merrill, L. C., & Fani, N. (2024) · Neuropsychopharmacology · doi:10.1038/s41386-024-01901-7 · Cited by 19 · see citing works
Diet and development among children aged 36–59 months in low-income countries
Bliznashka, L., Perumal, N., Yousafzai, A. K., & Sudfeld, C. R. (2021) · Archives of Disease in Childhood · doi:10.1136/archdischild-2021-323218 · Cited by 19 · see citing works
Early learning opportunities of preschool children affected by migration in China
Gong, J., & Rao, N. (2022) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2022.12.010 · Cited by 18 · see citing works
Gao, Y., Mi, X., Wang, Y., Zou, S., & Zhou, H. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18041685 · Cited by 17 · see citing works
Sullivan, E., Xie, W., Conte, S., Richards, J. E., Shama, T., Haque, R., Petri, W. A., & Nelson, C. A. (2022) · Developmental Science · doi:10.1111/desc.13245 · Cited by 17 · see citing works
Rothstein, J. D., Buckland, A. J., Gagnier, K. M., Ochoa, M., Allen-Valley, A., Jivapong, B., Cabrera, L. Z., Leontsini, E., & Fisher, K. R. (2021) · BMC Public Health · doi:10.1186/s12889-020-10119-3 · Cited by 16 · see citing works
Socioeconomic inequality in congenital heart diseases in Iran
Rarani, M. A., Vahedi, S., Borjali, M., & Nosratabadi, M. (2021) · International Journal for Equity in Health · doi:10.1186/s12939-021-01591-3 · Cited by 16 · see citing works
Ayob, Z., Christopher, C. J., & Naidoo, D. (2021) · South African Journal of Occupational Therapy · doi:10.17159/2310-3833/2021/vol51n3a10 · Cited by 15 · see citing works
Tran, L. M., Nguyen, P. H., Young, M. F., Ramakrishnan, U., & Alderman, H. (2023) · BMC Public Health · doi:10.1186/s12889-023-15156-2 · Cited by 15 · see citing works
Sánchez-Vincitore, L. V., & Castro, A. (2022) · PLOS Global Public Health · doi:10.1371/journal.pgph.0000465 · Cited by 15 · see citing works
Rao, N., Chan, S. W. Y., Su, Y., Richards, B., Cappa, C., Castro, E., & Petrowski, N. (2021) · Early Education and Development · doi:10.1080/10409289.2021.1928446 · Cited by 15 · see citing works
Buccini, G., Kubo, S. E. D. A. C., Pedroso, J., Bertoldo, J., Sironi, A., Barreto, M. E., Pérez‐Escamilla, R., Venâncio, S. I., & Gubert, M. B. (2021) · Maternal and Child Nutrition · doi:10.1111/mcn.13232 · Cited by 15 · see citing works
Onyango, S., Zuilkowski, S. S., Kitsao-Wekulo, P., Nkumbula, N., Utzinger, J., & Fink, G. (2021) · International Journal of Educational Development · doi:10.1016/j.ijedudev.2021.102445 · Cited by 14 · see citing works
Self-citationBrou, A. M., Djaléga, F. A., Tokpa, V., Seri, E. C. G., Anoua, A. L. F., & Robinson, J. A. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2022.1035488 · Cited by 14 · see citing works
Acharya, K. P., Rahman, M. S., Islam, M. R., Gilmour, S., Dhungel, B., Parajuli, R. P., Nishimura, T., Senju, A., & Tsuchiya, K. J. (2023) · Scientific Reports · doi:10.1038/s41598-023-31629-1 · Cited by 13 · see citing works
Expectant mothers and fathers' knowledge of nurturing care in a developing country
Cimen, H. S., & Karaaslan, B. T. (2022) · Frontiers in Pediatrics · doi:10.3389/fped.2022.1024593 · Cited by 13 · see citing works
A Sector Hanging in the Balance: Early Childhood Development and Lockdown in South Africa
Wills, G., Kotzé, J., & Kika, J. C. (2020) · doi:10.35489/bsg-rise-wp_2020/055 · Cited by 13 · see citing works
Bliznashka, L., McCoy, D. C., Siyal, S., Sudfeld, C. R., Fawzi, W. W., & Yousafzai, A. K. (2021) · Maternal and Child Nutrition · doi:10.1111/mcn.13308 · Cited by 12 · see citing works
Self-citationRey‐Guerra, C., Yousafzai, A. K., & Dearing, E. (2023) · International Journal of Behavioral Development · doi:10.1177/01650254231217465 · Cited by 12 · see citing works
Bliznashka, L., Hentschel, E., Ali, N. B., Hunt, X., Neville, S. E., Olney, D. K., Pitchik, H. O., Roy, A., Seiden, J., Solís-Cordero, K., et al. (2025) · BMJ Open · doi:10.1136/bmjopen-2024-096365 · Cited by 12 · see citing works
Interventions to prevent obesity in children aged 2 to 4 years old
Phillips, S. M., Spiga, F., Moore, T. H., Dawson, S., Stockton, H., Rizk, R., Cheng, H., Hodder, R. K., Gao, Y., Hillier-Brown, F. C., et al. (2025) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd015326.pub2 · Cited by 12 · see citing works
Slemming, W., Cele, R., & Richter, L. (2021) · Early Child Development and Care · doi:10.1080/03004430.2020.1868449 · Cited by 12 · see citing works
Self-citationEarly Childhood Interventions: Issues to Consider in Getting to Scale
Grantham‐McGregor, S., & Walker, S. P. (2023) · PEDIATRICS · doi:10.1542/peds.2023-060221p · Cited by 12 · see citing works
Yang, H., Rao, N., & Pearson, E. C. (2023) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2023.10.013 · Cited by 12 · see citing works
Phillips, S. M., Bourke, M., Bruijns, B. A., Vanderloo, L. M., Loh, A., Saravanamuttoo, K., & Tucker, P. (2024) · Child Care Health and Development · doi:10.1111/cch.70011 · Cited by 11 · see citing works
Harkness, S., Super, C. M., Bonichini, S., Bermúdez, M. R., Mavridis, C. J., van Schaik, S. D. M., Tomkunas, A. J., & Palacios, J. (2020) · New Directions for Child and Adolescent Development · doi:10.1002/cad.20343 · Cited by 11 · see citing works
Socioeconomic determinants of child malnutrition: Evidence from Ethiopia
gebregergis, C. M. (2024) · Discover Global Society · doi:10.1007/s44282-024-00062-8 · Cited by 10 · see citing works
Draper, C. E., Cook, C. J., Howard, S. J., Makaula, H., Merkley, R., Mshudulu, M., Tshetu, N., & Scerif, G. (2024) · Early Education and Development · doi:10.1080/10409289.2024.2432232 · Cited by 10 · see citing works
Effects of Natural Disasters on Human Capital
Paudel, J. (2025) · Annual Review of Resource Economics · doi:10.1146/annurev-resource-112923-013403 · Cited by 10 · see citing works
Giraldo-Huertas, J. J., & Schafer, G. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.725146 · Cited by 10 · see citing works
Dulal, S., Prost, A., Karki, S., Merom, D., Shrestha, B. P., Bhandari, B., Manandhar, D. S., Osrin, D., Costello, A. M. D. L., & Saville, N. M. (2022) · BMC Public Health · doi:10.1186/s12889-022-13776-8 · Cited by 10 · see citing works
Dhamrait, G. K., Fletcher, T. M. D., Foo, D., Taylor, C. L., & Pereira, G. F. (2022) · Frontiers in Pediatrics · doi:10.3389/fped.2022.851700 · Cited by 10 · see citing works
McConkey, R. (2024) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph21060651 · Cited by 10 · see citing works
Care-giver child interactions and early cognitive development in West and Central Africa
Kyei, P. S., & Nyarko, N. Y. (2024) · Early Child Development and Care · doi:10.1080/03004430.2024.2320883 · Cited by 9 · see citing works
Draper, C. E., Cook, C. J., Allie, R., Howard, S. J., Makaula, H., Merkley, R., Mshudulu, M., Rahbeeni, N., Tshetu, N., & Scerif, G. (2023) · Journal of Cognition and Development · doi:10.1080/15248372.2023.2215863 · Cited by 9 · see citing works
Evaluating the impact of early childhood education on child development in Lao PDR
Kamiya, Y., & Nomura, M. (2022) · International Journal of Early Years Education · doi:10.1080/09669760.2022.2107489 · Cited by 8 · see citing works
Evaluating the demand, supply and impact of early childhood development programmes in South Africa
Moses, E., & van der Berg, S. (2023) · Development Southern Africa · doi:10.1080/0376835x.2023.2198555 · Cited by 8 · see citing works
Duration of poverty and Ghanaian children’s learning and executive function outcomes
Suntheimer, N. M., & Wolf, S. (2023) · Applied Developmental Science · doi:10.1080/10888691.2023.2225774 · Cited by 8 · see citing works
Bliznashka, L., Nwabuikwu, O., Ahun, M. N., Becker, K., Nnensa, T., Roschnik, N., Kachinjika, M., Mvula, P., Munthali, A., Ndolo, V., et al. (2024) · Maternal and Child Nutrition · doi:10.1111/mcn.13698 · Cited by 8 · see citing works
Pakistan Human Capital Review: Building Capabilities Throughout Life
Ersado, L., Hasan, A., Geven, K., Kathuria, A. K., Barón, J. D., Bend, M., & Ahmed, S. A. (2023) · doi:10.1596/39629 · Cited by 8 · see citing works
Pedroso, J., Kubo, S. E. D. A. C., Silva, P. O., de Castro, G. F., Pimentel, J. L., Pérez‐Escamilla, R., Gubert, M. B., & Buccini, G. (2021) · Maternal and Child Nutrition · doi:10.1111/mcn.13276 · Cited by 8 · see citing works
de Freitas-Costa, N. C., Farias, D. R., Alves‐Santos, N. H., Scincaglia, R., Normando, P., Rugani, I., Lacerda, E. M. D. A., Crispim, S. P., Brentani, A., Alves, C. R. L., et al. (2025) · BMJ Public Health · doi:10.1136/bmjph-2024-001516 · Cited by 7 · see citing works
Joint parental stimulation and early childhood development in 26 sub-Saharan African countries
Chi, H., Eom, Y., Jeong, J., Lee, H.-Y., & Kim, R. (2025) · BMJ Paediatrics Open · doi:10.1136/bmjpo-2024-003091 · Cited by 7 · see citing works
Preschool experiences and home learning environments of migrant children in urban China
Gong, J., & Rao, N. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1086439 · Cited by 7 · see citing works
Baek, Y., Ademi, Z., Fisher, J., Tran, T. D., & Owen, A. J. (2023) · Maternal and Child Health Journal · doi:10.1007/s10995-023-03650-3 · Cited by 7 · see citing works
Baek, Y., Ademi, Z., Tran, T. D., Owen, A. J., Nguyen, T. T., Luchters, S. M. F., Hipgrave, D. B., Hanieh, S., Tran, T., Ha, T. T., et al. (2023) · Health Policy and Planning · doi:10.1093/heapol/czad057 · Cited by 7 · see citing works
Ragsdale, K., Read-Wahidi, M. R., Mudege, N. N., Iannotti, L. L., Muzungaire, L., & Funduluka, P. (2023) · Public Health Nutrition · doi:10.1017/s1368980023002586 · Cited by 7 · see citing works
Early Parenting Interventions to Foster Human Capital in Developing Countries
Emmers, D., Carlos, J., Rozelle, S., & Sylvia, S. (2022) · Annual Review of Resource Economics · doi:10.1146/annurev-resource-111220-010215 · Cited by 7 · see citing works
Kakchapati, S., Saugat Pratap, K. C., Giri, S., & Sharma, S. (2023) · Asian Journal of Social Health and Behavior · doi:10.4103/shb.shb_191_22 · Cited by 7 · see citing works
Black, C. J., Placencio‐Castro, M., Phend, G., Havugimana, J. M. V., Umulisa, G., Uwamahoro, P., Nyirahabimana, M. G., Bond, L., Hernandez, K., Jensen, S. K. G., et al. (2025) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.14160 · Cited by 6 · see citing works
Yue, A., Zhang, X., Gao, Y., Song, Q., Gong, H., Peng, Y., & Shi, Y. (2025) · Economic Modelling · doi:10.1016/j.econmod.2025.107254 · Cited by 6 · see citing works
Miah, M. S., Lamia, F. F., Begum, M. L., Shied, M., & Akhter, R. (2026) · Health Science Reports · doi:10.1002/hsr2.72254 · Cited by 6 · see citing works
Wogderes, B., Shibre, G., & Zegeye, B. (2022) · BMC Public Health · doi:10.1186/s12889-022-13145-5 · Cited by 6 · see citing works
Burger, M., Einspieler, C., Jordaan, E., Unger, M., & Niehaus, D. J. H. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20126192 · Cited by 6 · see citing works
Prado-Galbarro, F. J., Sánchez‐Piedra, C., & Martínez-Núñez, J. M. (2023) · Cadernos de Saúde Pública · doi:10.1590/0102-311xen112422 · Cited by 6 · see citing works
Emerson, E., & Llewellyn, G. M. (2021) · Disabilities · doi:10.3390/disabilities1030014 · Cited by 6 · see citing works
Chandrasenage, D., Markey, O., Johnson, W., Haycraft, E., & Griffiths, P. L. (2023) · Child Care Health and Development · doi:10.1111/cch.13171 · Cited by 6 · see citing works
Tran, X. M. T., Nakamura, K., Al‐Sobaihi, S., & Seino, K. (2023) · Early Child Development and Care · doi:10.1080/03004430.2023.2285700 · Cited by 6 · see citing works
Kumar, R., & Chowdhury, I. R. (2024) · Sustainable Development · doi:10.1002/sd.3042 · Cited by 5 · see citing works
Burns, S., Yu, E., Perlman, J., Kahlon, K., & Perlman, M. (2025) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2025.05.004 · Cited by 5 · see citing works
Decomposing Learning Inequalities in East Africa: How Much Does Sorting Matter?
Anand, P., Behrman, J. R., Dang, H.-A. H., & Jones, S. (2021) · The World Bank Economic Review · doi:10.1093/wber/lhab014 · Cited by 5 · see citing works
Sun, J., Zhang, Y., Guo, Q., Liang, M., Li, Z., & Zhang, L. (2024) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2024.04.006 · Cited by 5 · see citing works
Self-citationTrends in environmental risk and child health research: A bibliometric study, 1990–2022
Shaw, S., Chattopadhyay, A., & Bhutia, L. T. (2024) · Clinical Epidemiology and Global Health · doi:10.1016/j.cegh.2024.101651 · Cited by 5 · see citing works
Unlevel Playing Field: Socioeconomic Determinants of Early Childhood Development in Turkiye
Karaoğlan, D., Dayıoğlu, M., Saracoğlu, D. Ş., & Sağir, S. (2024) · Child Indicators Research · doi:10.1007/s12187-024-10139-0 · Cited by 5 · see citing works
Beukes, J., Alcock, S., Leal, M., Thompson, U., Draper, C. E., & Norris, S. A. (2025) · Child Care Health and Development · doi:10.1111/cch.70138 · Cited by 5 · see citing works
Ferreira, A. L. L., de Freitas-Costa, N. C., Freire, S. D. S. R., Figueiredo, A. C. C., Padilha, M., Alves‐Santos, N. H., & Kac, G. (2023) · Environmental Science and Pollution Research · doi:10.1007/s11356-023-30316-y · Cited by 5 · see citing works
Khanam, S. J., Alam, B., Kabir, A., & Khan, M. N. (2025) · BMC Pediatrics · doi:10.1186/s12887-025-05525-8 · Cited by 5 · see citing works
- Authors
- Lu, C., Cuartas, J., Fink, G., McCoy, D., Liu, K., Li, Z., Daelmans, B., & Richter, L.
- Affiliations
- Brigham and Women's Hospital (US)
- Harvard University (US)
- Swiss Tropical and Public Health Institute (CH)
- Renmin University of China (CN)
- World Health Organization (CH)
- University of the Witwatersrand (ZA)
- Corresponding author
- Lu, Chunling
- ORCID
- Venue
- BMJ Global Health
- Publisher
- BMJ
- Published
- 2020-02
- Volume
- 5
- Issue
- 2
- Pages
- e002314
- ISSN
- 2059-7908 (ISSN-L)
- PMC
- PMC7042597
- OpenAlex
- W3004471233
- Cited by
- 188
- References
- 18
- Citations by year
- 2026: 20 · 2025: 33 · 2024: 28 · 2023: 42 · 2022: 26 · 2021: 35 · 2020: 4
- FWCI
- 17.07
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- BMJ Global Health (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- edoc (University of Basel) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- edoc (University of Basel)
- Funders
- Countdown to 2030 for Maternal Child and Adolescent Health
- Topics
- Health Sciences › Nursing › Nutrition and Dietetics › Child Nutrition and Water Access
- Social Sciences › Education › Early Childhood Education and Development
- Social Sciences › Safety Research › Poverty, Education, and Child Welfare
- Keywords
- early childhood care and development, inequality, stunting, extreme poverty, early care and education, home stimulation, child development, household wealth, residential areas, gender inequality, urban-rural differences, low-middle income countries, sub-Saharan Africa
- MeSH terms
- Adult, Child, Child, Preschool, Developing Countries, Humans, Income, Infant, Poverty, Surveys and Questionnaires, Socioeconomic Factors
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