Evaluating the WhatsApp-based mMitra intervention: a hybrid tech-plus-touch approach for managing maternal anemia in Mumbai, India

Authors

  • Varada Madge Advancing Reduction in Mortality and Morbidity of Mothers, Children and Neonates (ARMMAN), New Delhi, India
  • Sakshi Tiwari Advancing Reduction in Mortality and Morbidity of Mothers, Children and Neonates (ARMMAN), New Delhi, India
  • Shaoni Mukherjee Advancing Reduction in Mortality and Morbidity of Mothers, Children and Neonates (ARMMAN), New Delhi, India
  • Rinu P. K. Advancing Reduction in Mortality and Morbidity of Mothers, Children and Neonates (ARMMAN), New Delhi, India
  • Subhralaxmi Dwivedy Advancing Reduction in Mortality and Morbidity of Mothers, Children and Neonates (ARMMAN), New Delhi, India
  • Amrita Mahale Advancing Reduction in Mortality and Morbidity of Mothers, Children and Neonates (ARMMAN), New Delhi, India
  • Parina Anand Advancing Reduction in Mortality and Morbidity of Mothers, Children and Neonates (ARMMAN), New Delhi, India
  • Anuja Jayaraman Advancing Reduction in Mortality and Morbidity of Mothers, Children and Neonates (ARMMAN), New Delhi, India
  • Shreya Deb Advancing Reduction in Mortality and Morbidity of Mothers, Children and Neonates (ARMMAN), New Delhi, India
  • Aparna Hegde Advancing Reduction in Mortality and Morbidity of Mothers, Children and Neonates (ARMMAN), New Delhi, India

DOI:

https://doi.org/10.18203/2394-6040.ijcmph20264079

Keywords:

Maternal anemia, mMitra, Tech-plus-touch, WhatsApp

Abstract

Background: Under the mMitra program, a pilot intervention was rolled out in Vasai Virar, Mumbai to understand the use of WhatsApp for delivering messages on anemia. It included health education videos, behavioral prompts, interactive quizzes, a helpline for support, and personal follow-up by community health workers (CHW). This study was a retrospective evaluation of the intervention to explore its potential role in supporting pregnant women with anemia.

Methods: Study included 287 pregnant women with hemoglobin (Hb) levels below 10 gm/dL, a gestational age of ≤30 weeks, and having received the eight-week intervention. The study descriptively measured message delivery and engagement rates, and changes in Hb levels. Feedback was collected from 64 women on recall of key messages, acceptability, and self-reported use of iron and folic acid (IFA). Institutional ethics review board approved the study.

Results: Approximately, 93.38% of women had high exposure to messages, 55.75% of the women had moderate anemia and 43.21% had mild to moderate anemia at enrollment. Total 244 women with follow-up Hb level data, 55.33% showed increase, but remained below 10 g/dL, 17.62% improved to 10-11 gm/dL, and 6.15% had anemia fully reversed. Having a personal phone was significantly associated with improved Hb levels (p=0.030). Feedback data showed 82.81% of women watched the entire videos and 73.43% made lifestyle changes related to diet and exercises.

Conclusions: The exploratory findings suggested the feasibility of a tech-plus-touch approach for managing maternal anemia, but larger studies are needed to prove its effectiveness.

 

References

Stevens GA, Finucane MM, De-Regil LM, Paciorek CJ, Flaxman SR, Branca F, et al. Global, regional, and national trends in haemoglobin concentration and prevalence of total and severe anaemia in children and pregnant and non-pregnant women for 1995-2011: a systematic analysis of population-representative data. Lancet Glob Health. 2013;1(1):e16-25.

Stoltzfus RJ. Defining iron-deficiency anemia in public health terms: a time for reflection. J Nutr. 2001;131:565S-7S.

Noronha JA, Khasawneh EA, Seshan V, Ramasubramaniam S, Raman S. Anemia in pregnancy-consequences and challenges: a review of literature. J South Asian Feder Obstet Gynecol 2012;4:64-70.

National Family Health Survey (NFHS-5), India, 2019-21 (FR375). Available at https://dhsprogram.com/pubs/pdf/FR375/FR375.pdf. Accessed on 17 June 2026.

Bora K, Barman B, Pala S, Das A, Doke G, Tripura A. Coverage of antenatal iron-folic acid and calcium distribution during pregnancy and their contextual determinants in the northeastern region of India. Front Nutr. 2022;9:894245.

Onyeneho NG, Ozumba BC, Chalupowski M, Subramanian S. Risk factors of childhood and maternal anemia in India. Int Q Community Health Educ. 2020;40:209-17.

Murthy N, Chandrasekharan S, Prakash MP, Ganju A, Peter J, Kaonga N, et al. Effects of an mHealth voice message service (mMitra) on maternal health knowledge and practices of low-income women in India: findings from a pseudo-randomized controlled trial. BMC Public Health. 2020;20:820.

Choudhury A, Shahsavar Y, Sarkar K, Choudhury MM, Nimbarte AD. Exploring perceptions and needs of mobile health interventions for nutrition, anemia, and preeclampsia among pregnant women in underprivileged Indian communities: a cross-sectional survey. Nutrients. 2023;15:3699.

Lestari L, Heryani H, Ariani D. WhatsApp-based anemia e-leaflet for young women as a media for adolescent health promotion. J Educ Health Promot. 2023;12:448.

Carrillo MA, Gessler AM, Rivera Ramirez T, Cárdenas Sanchez R, Lindenmeier J, Kern WV, et al. WhatsApp-based intervention in urban Colombia to support the prevention of arboviral diseases: a feasibility study. Pathog Glob Health. 2024;118(4):334-47.

Kamel Boulos MN, Giustini DM, Wheeler S. Instagram and WhatsApp in health and healthcare: an overview. Future Internet. 2016;8:37.

Trude ACB, Martins RC, Martins-Silva T, Blumenberg C, Carpena MX, Del-Ponte B, et al. A WhatsApp-based intervention to improve maternal social support and maternal-child health in southern brazil: the text-message intervention to enhance social support (TIES) feasibility study. Inquiry. 2021;58:469580211048701.

Sampathkumar S, Sankar M, Ramasamy S, Sriram N, Saravanan P, Ram U. Uptake, engagement and acceptance, barriers and facilitators of a text messaging intervention for postnatal care of mother and child in India- a mixed methods feasibility study. Int J Environ Res Public Health. 2022;19:8914.

Johnston JS, Suri P, Yan S, Chandrasekar A, Singla S, Ward VC, et al. A mobile messaging service for families on postnatal knowledge and practices: a cluster randomized trial, India. Bull World Health Organ. 2025;103(4):255..

Murthy N, Chandrasekharan S, Prakash MP, Kaonga NN, Peter J, Ganju A, et al. The impact of an mHealth voice message service (mMitra) on infant care knowledge, and practices among low-income women in India: findings from a pseudo-randomized controlled trial. Matern Child Health J. 2019;23(12):1658-69.

mMitra. ARMMAN. Available at: https://armman.org/mmitra/. Accessed on 4 February 2026.

mMitra. The Million Lives Club. Available at: https://www.millionlives.co/members/mmitra. Accessed September 24, 2025.

LeFevre AE, Shah N, Bashingwa JJH, George AS, Mohan D. Does women's mobile phone ownership matter for health? Evidence from 15 countries. BMJ Glob Health. 2020;5:e002524.

Abd Rahman R, Idris IB, Isa MZ, Abd Rahman R. The effectiveness of a theory-based intervention program for pregnant women with anemia: a randomized control trial. PLoS One. 2022;17:e0278192.

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Published

2026-10-30

How to Cite

Madge, V., Tiwari, S., Mukherjee, S., P. K., R., Dwivedy, S., Mahale, A., Anand, P., Jayaraman, A., Deb, S., & Hegde, A. (2026). Evaluating the WhatsApp-based mMitra intervention: a hybrid tech-plus-touch approach for managing maternal anemia in Mumbai, India. International Journal Of Community Medicine And Public Health, 13(11), 6583–6590. https://doi.org/10.18203/2394-6040.ijcmph20264079

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Original Research Articles