Association between maternal dietary diversity during pregnancy and birth outcomes: evidence from a systematic review and meta-analysis
Open accessAbstract
Maternal nutrition is a key factor influencing birth and offspring health outcomes in later life. Dietary diversity (DD) is a proxy for the macro/micronutrient adequacy of an individual’s diet. There is inadequate comprehensive evidence regarding maternal nutrition during pregnancy, measured through DD and birth outcomes. This study aimed to provide extensive evidence on maternal DD during pregnancy and birth outcomes. A comprehensive search was performed using PubMed, HINARI, and Google Scholar databases up to January 17, 2024. Studies conducted among pregnant mothers and measuring maternal DD with an evaluation of birth outcomes (low birth weight, small for gestational age, preterm birth), in the global context without design restriction were included. The Newcastle Ottawa Scale and the Cochrane Risk of Bias tool were used to assess the risk of bias. The results are summarized in a table, and odds ratios were pooled where possible. Between-study heterogeneity was evaluated using I 2 statistics. Potential publication bias was assessed using a funnel plot and Egger’s regression test. To explore the robustness, a leave-one-out sensitivity analysis was conducted. Thirty-three studies were used to synthesize narrative evidence (low birth weight: 31, preterm birth: 9, and small for gestational age: 4). In contrast, 24 records for low birth weight, eight for preterm birth, and four for small for gestational age were used to pool the results quantitatively. Of the 31 studies, 17 reported a positive association between maternal DD and infant birth weight, 13 studies reported a neutral association (not statistically significant), and one study reported a negative association. Overall, inadequate DD increased the risk of low birth weight OR = 1.71, 95% CI; (1.24–2.18), with I 2 of 68.7%. No significant association was observed between maternal DD and preterm birth. Inadequate DD was significantly associated with small for gestational age (OR = 1.32, 95% CI; 1.15–1.49, and I 2 = 0.0%). Inadequate maternal DD is associated with an increased risk of low birth weight and small for gestational age but not preterm birth, underscoring the importance of promoting adequate DD during pregnancy. To address these issues, it is essential to implement and expand nutritional programs targeted at pregnant women, especially in low-resource settings, to ensure they receive diverse and adequate diets. Further research is needed to address the current limitations and to explore the long-term implications of maternal nutrition on child health. The study was prospectively registered on PROSPERO (registration number CRD42024513197). No funding was received for this study.
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Limited dietary diversity during pregnancy is correlated with negative birth outcomes and metabolic vulnerability.
“There has been a correlation between limited dietary diversity during pregnancy and negative birth outcomes and metabolic vulnerability (8).”
From Maternal nutritional status and the risk of metabolic syndrome in pregnancy: implications for public health nutrition (2026) · cites this paper as [8]
The Discussion reports that inadequate maternal dietary diversity is associated with increased odds of low birth weight and small for gestational age, but not preterm birth. The Introduction discusses maternal nutrition and fetal metabolic programming more broadly; it does not establish a correlation between limited dietary diversity and metabolic vulnerability. Page numbers were not available in our copy. (LLM, conf=0.87)
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Maternal Dietary Patterns and Birth Outcomes: A Systematic Review and Meta-Analysis
Chia, A.-R., Chen, L.-W., Lai, J. S., Wong, C. H., Neelakantan, N., van Dam, R. M., & Chong, M. F.-F. (2019) · Advances in Nutrition · doi:10.1093/advances/nmy123 · Cited by 271 · see citing works
Flagged first, then by citations
Research works printed but not linked: 53
- [3]Ruel MT. Operationalizing dietary diversity: a review of measurement issues and research priorities. J Nutr. 2003;133:S3911–26. 14672290 · DOI
- [4]Marshall NE, Abrams B, Barbour LA, Catalano P, Christian P, Friedman JE, et al. The importance of nutrition in pregnancy and lactation: lifelong consequences. Am J Obstet Gynecol. 2022;226:607–32. 34968458 PMC9182711 · DOI · Paper page
- [5]Abu-Saad K, Fraser D. Maternal nutrition and birth outcomes. Epidemiol Rev. 2010;32:5–25. 20237078 · DOI
- [6]Cao G, Liu J, Liu M, Global. Regional, and national incidence and mortality of neonatal preterm birth, 1990–2019. JAMA Pediatr. 2022;176:787–96. 35639401 PMC9157382 · DOI
- [8]Blencowe H, Krasevec J, de Onis M, Black RE, An X, Stevens GA, et al. National, regional, and worldwide estimates of low birthweight in 2015, with trends from 2000: a systematic analysis. Lancet Global Health. 2019;7:e849–60. 31103470 PMC6560046 · DOI · Paper page
- [9]Lee AC, Kozuki N, Cousens S, Stevens GA, Blencowe H, Silveira MF, et al. Estimates of burden and consequences of infants born small for gestational age in low and middle income countries with INTERGROWTH-21st standard: analysis of CHERG datasets. BMJ. 2017;358:j3677. 28819030 PMC5558898 · DOI
- [11]Christian P, Lee SE, Donahue Angel M, Adair LS, Arifeen SE, Ashorn P, et al. Risk of childhood undernutrition related to small-for-gestational age and preterm birth in low- and middle-income countries. Int J Epidemiol. 2013;42:1340–55. 23920141 PMC3816349 · DOI · Paper page
- [12]Victora CG, Christian P, Vidaletti LP, Gatica-Domínguez G, Menon P, Black RE. Revisiting maternal and child undernutrition in low-income and middle-income countries: variable progress towards an unfinished agenda. Lancet. 2021;397:1388–99. 33691094 PMC7613170 · DOI
- [13]Gurung S, Tong HH, Bryce E, Katz J, Lee AC, Black RE et al. A systematic review on estimating population attributable fraction for risk factors for small-for-gestational-age births in 81 low- and middle-income countries. J Glob Health. 2022;12:04024. PMC8942297 35356650
- [14]Kheirouri S, Alizadeh M. Maternal dietary diversity during pregnancy and risk of low birth weight in newborns: a systematic review. Public Health Nutr. 2021;24:4671–81. 33472725 PMC10195329 · DOI
- [15]Seid A, Dugassa Fufa D, Weldeyohannes M, Tadesse Z, Fenta SL, Bitew ZW et al. Inadequate dietary diversity during pregnancy increases the risk of maternal anemia and low birth weight in Africa: a systematic review and meta-analysis. Food Science & Nutrition. 2023;11:3706-17. PMC10345738 37457158
- [16]Teng Y, Jing H, Chacha S, Wang Z, Huang Y, Yang J, et al. Maternal dietary diversity and birth weight in offspring: evidence from a Chinese population-based study. Int J Environ Res Public Health. 2023;20:3228. 36833922 PMC9960126 · DOI
- [17]Seid S, Wondafrash B, Gali N, Ali A, Mohammed B, Kedir S. Determinants of low birth weight among newborns delivered in Silte zone public health facilities, Southern Ethiopia: a case-control study. RRN. 2022;12:19–29. · DOI
- [18]Wondemagegn AT, Tsehay B, Mebiratie AL, Negesse A. Effects of dietary diversification during pregnancy on birth outcomes in east Gojjam, northwest Ethiopia: a prospective cohort study. Front Public Health. 2022;10:1037714. 36544806 PMC9760662 · DOI
- [19]Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Ioannidis JPA, et al. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. PLoS Med. 2009;6:e1000100. 19621070 PMC2707010 · DOI · Paper page
- [22]Higgins JPT, Altman DG, Gøtzsche PC, Jüni P, Moher D, Oxman AD, et al. The Cochrane collaboration’s tool for assessing risk of bias in randomised trials. BMJ. 2011;343:d5928. 22008217 PMC3196245 · DOI · Paper page
- [23]Cummings P. The relative merits of risk ratios and odds ratios. Arch Pediatr Adolesc Med. 2009;163:438–45. 19414690 · DOI
- [24]Higgins JPT, Thompson SG, Deeks JJ, Altman DG. Measuring inconsistency in meta-analyses. BMJ. 2003;327:557–60. 12958120 PMC192859 · DOI · Paper page
- [25]Cordero CP, Dans AL. Key concepts in clinical epidemiology: detecting and dealing with heterogeneity in meta-analyses. J Clin Epidemiol. 2021;130:149–51. 33483004 · DOI
- [26]Weldegebriel SG, Beyene SA, Tela FG, Gufue ZH, Hailu HT. Maternal dietary pattern and its association with birthweight in Northern Ethiopia: a hospital-based cross-sectional study. Food Sci Nutr. 2023;11:3820–32. 37457182 PMC10345722 · DOI
- [27]Udgiri RM, Mallapur R, Patil A. Effect of dietary diversity on the nutritional status in pregnant women and in turn its effect on birth weight of the baby. JMSH. 2023;9:50–6. · DOI
- [28]Yang J, Wang M, Tobias DK, Rich-Edwards JW, Darling A-M, Abioye AI, et al. Dietary diversity and diet quality with gestational weight gain and adverse birth outcomes, results from a prospective pregnancy cohort study in urban Tanzania. Matern Child Nutr. 2022;18:e13300. 34908233 PMC8932689 · DOI
- [29]Seid S, Wondafrash B, Gali N, Ali A, Mohammed B, Kedir S. Determinants of low birth weight among newborns delivered in Silte Zone public health facilities, Southern Ethiopia: a case-control study. Res Rep Neonatology. 2022;12:19–29.
- [30]Asefa F, Cummins A, Dessie Y, Foureur M, Hayen A. Influence of gestational weight gain on baby’s birth weight in Addis Ababa, Central Ethiopia: a follow-up study. BMJ Open. 2022;12:e055660. 35701046 PMC9198685 · DOI
- [31]Wondemagegn AT, Tsehay B, Mebiratie AL, Negesse A. Effects of dietary diversification during pregnancy on birth outcomes in east Gojjam, northwest Ethiopia: a prospective cohort study. Front Public Health. 2022;10. PMC9760662 36544806
- [32]Walle BM, Adekunle AO, Arowojolu AO, Dugul TT, Mebiratie AL. Low birth weight and its associated factors in East Gojjam Zone, Amhara, Ethiopia. BMC Nutr. 2022;8:124. 36316725 PMC9620599 · DOI
- [33]Sharma S, Maheshwari S, Mehra S. Association between maternal dietary diversity and low birth weight in Central India: a case-control study. J Nutr Metabolism. 2021;2021:e6667608. PMC8181120 34194827 · DOI
- [34]Annan RA, Gyimah LA, Apprey C, Asamoah-Boakye O, Aduku LNE, Azanu W, et al. Predictors of adverse birth outcomes among pregnant adolescents in Ashanti Region, Ghana. J Nutritional Sci. 2021;10:e67. PMC8411264 34527225 · DOI
- [36]Bekela MB, Shimbre MS, Gebabo TF, Geta MB, Tonga AT, Zeleke EA, et al. Determinants of low birth weight among newborns delivered at public hospitals in Sidama Zone, South Ethiopia: unmatched case-control study. J Pregnancy. 2020;2020:e4675701. PMC7182981 32351737 · DOI
- [37]Berhe K, Weldegerima L, Gebrearegay F, Kahsay A, Tesfahunegn A, Rejeu M, et al. Effect of under-nutrition during pregnancy on low birth weight in Tigray regional state, Ethiopia; a prospective cohort study. BMC Nutr. 2021;7:72. 34782014 PMC8594154 · DOI
- [38]Nsereko E, Uwase A, Mukabutera A, Muvunyi CM, Rulisa S, Ntirushwa D, et al. Maternal genitourinary infections and poor nutritional status increase risk of preterm birth in Gasabo District, Rwanda: a prospective, longitudinal, cohort study. BMC Pregnancy Childbirth. 2020;20:345. 32493304 PMC7268654 · DOI
- [39]Bater J, Lauer JM, Ghosh S, Webb P, Agaba E, Bashaasha B, et al. Predictors of low birth weight and preterm birth in rural Uganda: findings from a birth cohort study. PLoS ONE. 2020;15:e0235626. 32658895 PMC7357758 · DOI
- [40]Therrien A-S, Buffa G, Roome AB, Standard E, Pomer A, Obed J, et al. Relationships between mental health and diet during pregnancy and birth outcomes in a lower-middle income country: healthy mothers, healthy communities study in Vanuatu. Am J Hum Biology. 2021;33:e23500. 32918311 · DOI
- [41]Alemu B, Gashu D. Association of maternal anthropometry, hemoglobin and serum zinc concentration during pregnancy with birth weight. Early Hum Dev. 2020;142:104949. 31923646 · DOI
- [42]Quansah DY, Boateng D. Maternal dietary diversity and pattern during pregnancy is associated with low infant birth weight in the Cape Coast metropolitan hospital, Ghana: a hospital based cross-sectional study. Heliyon. 2020;6:e03923. 32420489 PMC7217998 · DOI
- [43]Madzorera I, Isanaka S, Wang M, Msamanga GI, Urassa W, Hertzmark E, et al. Maternal dietary diversity and dietary quality scores in relation to adverse birth outcomes in Tanzanian women. Am J Clin Nutr. 2020;112:695–706. 32651998 PMC7458779 · DOI
- [44]Madzorera I, Ghosh S, Wang M, Fawzi W, Isanaka S, Hertzmark E, et al. Prenatal dietary diversity may influence underweight in infants in a Ugandan birth-cohort. Matern Child Nutr. 2021;17:e13127. 33595899 PMC8189249 · DOI
- [45]Girma S, Fikadu T, Agdew E, Haftu D, Gedamu G, Dewana Z, et al. Factors associated with low birthweight among newborns delivered at public health facilities of Nekemte town, West Ethiopia: a case control study. BMC Pregnancy Childbirth. 2019;19:220. 31266469 PMC6604438 · DOI
- [46]Tela FG, Bezabih AM, Adhanu AK. Effect of pregnancy weight gain on infant birth weight among mothers attending antenatal care from private clinics in Mekelle City, Northern Ethiopia: a facility based follow-up study. PLoS ONE. 2019;14:e0212424. 30856197 PMC6411121 · DOI
- [48]Rammohan A, Goli S, Singh D, Ganguly D, Singh U. Maternal dietary diversity and odds of low birth weight: empirical findings from India. Women Health. 2019;59:375–90. 29920173 · DOI
- [49]Imran M, Noreen S, Ayesha SA, Gilani SA, Ahsan F, Sikander S, et al. Association between maternal dietary diversity and neonatal birth size. SBB. 2019;3:300-5.
- [50]Ahmed S, Hassen K, Wakayo T. A health facility based case-control study on determinants of low birth weight in Dassie town, Northeast Ethiopia: the role of nutritional factors. Nutr J. 2018;17:103. 30400909 PMC6220456 · DOI
- [51]Rashid A, Park T, Macneal K, Iannotti L, Ross W. Maternal diet and morbidity factors associated with low birth weight in Haiti: a case–control study. Health Equity. 2018;2:139–44. 30283860 PMC6071792 · DOI
- [52]Manerkar K, Gokhale D, Effect of maternal diet diversity and physical activity on neonatal birth weight: a study from urban slums of Mumbai. Journal of Clinical and Diagnostic Research. 2017;11.
- [54]Zerfu TA, Umeta M, Baye K. Dietary diversity during pregnancy is associated with reduced risk of maternal anemia, preterm delivery, and low birth weight in a prospective cohort study in rural Ethiopia1. Am J Clin Nutr. 2016;103:1482–8. 27169832 · DOI
- [55]Abubakari A, Jahn A. Maternal dietary patterns and practices and birth weight in Northern Ghana. PLoS ONE. 2016;11:e0162285. 27611597 PMC5017622 · DOI
- [57]Sun C, Wu Y, Cai Z, Li L, Feng J, van Grieken A, et al. Maternal dietary diversity and small for gestational age: the effect modification by pre-pregnancy body mass index and gestational weight gain in a prospective study within Rural Sichuan, China (2021–2022). Nutrients. 2023;15:3669. 37686701 PMC10490113 · DOI
- [58]Jamalzehi A, Javadi M, Dashipour A. The relationship between dietary diversity at third trimester of pregnancy and newborns' anthropometric indices at birth. Journal of Nutrition and Food Security. 2018;3:116–22.
- [60]Hasan M, Islam MM, Mubarak E, Haque MA, Choudhury N, Ahmed T. Mother’s dietary diversity and association with stunting among children < 2 years old in a low socio-economic environment: a case-control study in an urban care setting in Dhaka, Bangladesh. Matern Child Nutr. 2019;15:e12665. 30216672 PMC7199067 · DOI
- [61]Huang M, Sudfeld C, Ismail A, Vuai S, Ntwenya J, Mwanyika-Sando M, et al. Maternal dietary diversity and growth of children under 24 months of age in Rural Dodoma, Tanzania. Food Nutr Bull. 2018;39:219–30. 29562752 · DOI
- [63]Achón M, Úbeda N, García-González Á, Partearroyo T, Varela-Moreiras G. Effects of milk and dairy product consumption on pregnancy and lactation outcomes: a systematic review. Adv Nutr. 2019;10(Suppl 2):S74–87. 31089739 PMC6518133 · DOI
- [64]Zerfu TA, Pinto E, Baye K. Consumption of dairy, fruits and dark green leafy vegetables is associated with lower risk of adverse pregnancy outcomes (APO): a prospective cohort study in rural Ethiopia. Nutr Diabetes. 2018;8:1–7. 30237477 PMC6148027 · DOI
- [65]Haider BA, Olofin I, Wang M, Spiegelman D, Ezzati M, Fawzi WW, et al. Anaemia, prenatal iron use, and risk of adverse pregnancy outcomes: systematic review and meta-analysis. BMJ. 2013;346:f3443. 23794316 PMC3689887 · DOI
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Wu, Y., Gao, Z., Gou, Y., Yan, L., & Duan, Y. (2026) · Frontiers in Public Health · doi:10.3389/fpubh.2026.1862412
- Authors
- Tareke, A. A., Melak, E. G., Mengistu, B. K., Hussen, J., & Molla, A.
- Affiliations
- Wollo University (ET)
- Corresponding author
- Tareke, Amare Abera
- Venue
- BMC Nutrition
- Published
- 2024-11-14
- Volume
- 10
- Issue
- 1
- Pages
- 151-151
- ISSN
- 2055-0928 (ISSN-L)
- PMC
- PMC11566373
- OpenAlex
- W4404351168
- Cited by
- 18
- References
- 1
- Citations by year
- 2026: 12 · 2025: 6
- FWCI
- 1.06
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Nutrition (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Health Sciences › Nursing › Nutrition and Dietetics › Child Nutrition and Water Access
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Birth, Development, and Health
- Health Sciences › Health Professions › General Health Professions › Maternal and Neonatal Healthcare
- Keywords
- dietary diversity, maternal nutrition, pregnancy, birth outcomes, low birth weight, small for gestational age, preterm birth, micronutrient adequacy, maternal diet, infant health, resource-limited settings, maternal morbidity, maternal mortality risk factors, maternal health financing, maternal health policy
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