Effectiveness of conditional cash transfers (Afya credits incentive) to retain women in the continuum of care during pregnancy, birth and the postnatal period in Kenya: a cluster-randomised trial

Fedra Vanhuyse, Oliver Stirrup, Aloyce Odhiambo, Tom Palmer, Sarah Dickin, Jolene Skordis, Neha Batura, Hassan Haghparast-Bidgoli, Alex Mwaki, Andrew Copas, Fedra Vanhuyse, Oliver Stirrup, Aloyce Odhiambo, Tom Palmer, Sarah Dickin, Jolene Skordis, Neha Batura, Hassan Haghparast-Bidgoli, Alex Mwaki, Andrew Copas

Abstract

Objectives: Given high maternal and child mortality rates, we assessed the impact of conditional cash transfers (CCTs) to retain women in the continuum of care (antenatal care (ANC), delivery at facility, postnatal care (PNC) and child immunisation).

Design: We conducted an unblinded 1:1 cluster-randomised controlled trial.

Setting: 48 health facilities in Siaya County, Kenya were randomised. The trial ran from May 2017 to December 2019.

Participants: 2922 women were recruited to the control and 2522 to the intervention arm.

Interventions: An electronic system recorded attendance and triggered payments to the participant's mobile for the intervention arm (US$4.5), and phone credit for the control arm (US$0.5). Eligibility criteria were resident in the catchment area and access to a mobile phone.

Primary outcomes: Primary outcomes were any ANC, delivery, any PNC between 4 and 12 months after delivery, childhood immunisation and referral attendance to other facilities for ANC or PNC. Given problems with the electronic system, primary outcomes were obtained from maternal clinic books if participants brought them to data extraction meetings (1257 (50%) of intervention and 1053 (36%) control arm participants). Attendance at referrals to other facilities is not reported because of limited data.

Results: We found a significantly higher proportion of appointments attended for ANC (67% vs 60%, adjusted OR (aOR) 1.90; 95% CI 1.36 to 2.66) and child immunisation (88% vs 85%; aOR 1.74; 95% CI 1.10 to 2.77) in intervention than control arm. No intervention effect was seen considering delivery at the facility (90% vs 92%; aOR 0.58; 95% CI 0.25 to 1.33) and any PNC attendance (82% vs 81%; aOR 1.25; 95% CI 0.74 to 2.10) separately. The pooled OR across all attendance types was 1.64 (1.28 to 2.10).

Conclusions: Demand-side financing incentives, such as CCTs, can improve attendance for appointments. However, attention needs to be paid to the technology, the barriers that remain for delivery at facility and PNC visits and encouraging women to attend ANC visits within the recommended WHO timeframe.

Trial registration: NCT03021070.

Keywords: community child health; maternal medicine; public health.

Conflict of interest statement

Competing interests: AC who is associate editor of Sexually Transmitted Infections.

© Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY. Published by BMJ.

Figures

Figure 1
Figure 1
Flow diagram of enrolment and inclusion in analyses by clinic randomisation status. n values refer to women and nc to clinics. ADD, actual date of delivery; EDD, expected date of delivery.

References

    1. WHO . TRENDS IN MATERNAL MORTALITY: 2000 TO 2017. Estimates by WHO, UNICEF, UNFPA, World Bank Group and the United Nations Population Division [Internet]. Geneva, 2019. Available:
    1. Kenya National Bureau of Statistics . Kenya Demographic and Health Survey 2014 - Key Indicators [Internet]. Nairobi, Kenya, 2015. Available:
    1. UNICEF . Neo-natal mortality and under-five mortality [Internet], 2020. Available:
    1. Say L, Chou D, Gemmill A, et al. . Global causes of maternal death: a WHO systematic analysis. Lancet Glob Health 2014;2:e323–33. 10.1016/S2214-109X(14)70227-X
    1. UN IGME . Levels & Trends in Child Mortality. Report 2018 [Internet]. UNICEF, 2018. Available:
    1. Campbell OMR, Graham WJ, Lancet Maternal Survival Series steering group . Strategies for reducing maternal mortality: getting on with what works. Lancet 2006;368:1284–99. 10.1016/S0140-6736(06)69381-1
    1. Carroli G, Rooney C, Villar J. How effective is antenatal care in preventing maternal mortality and serious morbidity? an overview of the evidence. Paediatr Perinat Epidemiol 2001;15 Suppl 1:1–42. 10.1046/j.1365-3016.2001.0150s1001.x
    1. Barber SL, Gertler PJ. Empowering women: how Mexico’s conditional cash transfer programme raised prenatal care quality and birth weight. J Dev Effect 2010;2:51–73. 10.1080/19439341003592630
    1. Okeke EN, Chari AV. Health care at birth and infant mortality: evidence from nighttime deliveries in Nigeria. Soc Sci Med 2018;196:86–95. 10.1016/j.socscimed.2017.11.017
    1. Daysal NM, Trandafir M, van Ewijk R. Saving lives at birth: the impact of home births on infant outcomes. Am Econ J Appl Econ 2015;7:28–50. 10.1257/app.20120359
    1. Warren C, Mwangi A, Oweya E, et al. . Safeguarding maternal and newborn health: improving the quality of postnatal care in Kenya. Int J Qual Health Care 2010;22:24–30. 10.1093/intqhc/mzp050
    1. Kerber KJ, de Graft-Johnson JE, Bhutta ZA, et al. . Continuum of care for maternal, newborn, and child health: from slogan to service delivery. Lancet 2007;370:1358–69. 10.1016/S0140-6736(07)61578-5
    1. WHO . Factsheet Maternal Mortality [Internet], 2018. Available:
    1. Pell C, Meñaca A, Were F, et al. . Factors affecting antenatal care attendance: results from qualitative studies in Ghana, Kenya and Malawi. PLoS One 2013;8:e53747. 10.1371/journal.pone.0053747
    1. Kenya National Bureau of Statistics (KNBS), ICF Macro. . Kenya Demographic and Health Survey 2008-09 [Internet]. Calverton, Maryland;, 2010. Available:
    1. Lund S, Nielsen BB, Hemed M, et al. . Mobile phones improve antenatal care attendance in Zanzibar: a cluster randomized controlled trial. BMC Pregnancy Childbirth 2014;14:29. 10.1186/1471-2393-14-29
    1. Kebede AS, Ajayi IO, Arowojolu AO. Effect of enhanced reminders on postnatal clinic attendance in Addis Ababa, Ethiopia: a cluster randomized controlled trial. Glob Health Action 2019;12:1609297. 10.1080/16549716.2019.1609297
    1. Grépin KA, Habyarimana J, Jack W. Cash on delivery: results of a randomized experiment to promote maternal health care in Kenya. J Health Econ 2019;65:15–30. 10.1016/j.jhealeco.2018.12.001
    1. Okeke EN, Abubakar IS. Healthcare at the beginning of life and child survival: evidence from a cash transfer experiment in Nigeria. J Dev Econ 2020;143:102426. 10.1016/j.jdeveco.2019.102426
    1. Hurst TE, Semrau K, Patna M, et al. . Demand-side interventions for maternal care: evidence of more use, not better outcomes. BMC Pregnancy Childbirth 2015;15:297. 10.1186/s12884-015-0727-5
    1. Ekezie CC, Lamont K, Bhattacharya S. Are cash transfer programs effective in improving maternal and child health in sub-Saharan Africa? A systematic review of randomized controlled trials.. J Glob Health Columbia Univ 2017;7.
    1. Glassman A, Duran D, Fleisher L, et al. . Impact of conditional cash transfers on maternal and newborn health. J Health Popul Nutr 2013;31:S48–66.
    1. Hunter BM, Harrison S, Portela A, et al. . The effects of cash transfers and vouchers on the use and quality of maternity care services: a systematic review. PLoS One 2017;12:e0173068. 10.1371/journal.pone.0173068
    1. Lagarde M, Haines A, Palmer N. Conditional cash transfers for improving uptake of health interventions in low- and middle-income countries: a systematic review. JAMA 2007;298:1900–10. 10.1001/jama.298.16.1900
    1. Ochieng CA, Haghparast-Bidgoli H, Batura N, et al. . Conditional cash transfers to retain rural Kenyan women in the continuum of care during pregnancy, birth and the postnatal period: protocol for a cluster randomized controlled trial. Trials 2019;20:152. 10.1186/s13063-019-3224-8
    1. Fielding M, Ochieng C, Odero B. From paper to data: taking medical health records into the future. 7, 2016.
    1. Dickin S, Vanhuyse F, Odhiambo A, et al. . Afya health credit incentive: a process evaluation. forthcoming.
    1. Craig P, Dieppe P, Macintyre S, et al. . Developing and evaluating complex interventions [Internet. London, UK: Medical Research Council, 2019.
    1. In, Palmer T, Batura N, Skordis J. Cost-effectiveness of conditional cash transfers to retain women in the continuum of care during pregnancy, birth and the postnatal period: an economic evaluation of the Afya trial in Kenya 2021.
    1. Waithaka D, Kagwanja N, Nzinga J, et al. . Prolonged health worker strikes in Kenya- perspectives and experiences of frontline health managers and local communities in Kilifi County. Int J Equity Health 2020;19:23. 10.1186/s12939-020-1131-y
    1. WHO . Who recommendations on antenatal care for a positive pregnancy experience. WHO, 2016.
    1. Sarker BK, Rahman M, Rahman T, et al. . Status of the who recommended timing and frequency of antenatal care visits in northern Bangladesh. PLoS One 2020;15:e0241185. 10.1371/journal.pone.0241185
    1. Kahn C, Iraguha M, Baganizi M, et al. . Cash transfers to increase antenatal care utilization in Kisoro, Uganda: a pilot study. Afr J Reprod Health 2015;19:144–50.
    1. Robertson L, Mushati P, Eaton JW, et al. . Effects of unconditional and conditional cash transfers on child health and development in Zimbabwe: a cluster-randomised trial. Lancet 2013;381:1283–92. 10.1016/S0140-6736(12)62168-0
    1. Dennis ML, Benova L, Abuya T, et al. . Initiation and continuity of maternal healthcare: examining the role of vouchers and user-fee removal on maternal health service use in Kenya. Health Policy Plan 2019;34:120–31. 10.1093/heapol/czz004
    1. Okoli U, Morris L, Oshin A, et al. . Conditional cash transfer schemes in Nigeria: potential gains for maternal and child health service uptake in a national pilot programme. BMC Pregnancy Childbirth 2014;14:408. 10.1186/s12884-014-0408-9
    1. Gebresilassie B, Belete T, Tilahun W, et al. . Timing of first antenatal care attendance and associated factors among pregnant women in public health institutions of Axum town, Tigray, Ethiopia, 2017: a mixed design study. BMC Pregnancy Childbirth 2019;19:340. 10.1186/s12884-019-2490-5
    1. Jiwani SS, Amouzou-Aguirre A, Carvajal L, et al. . Timing and number of antenatal care contacts in low and middle-income countries: analysis in the countdown to 2030 priority countries. J Glob Health 2020;10:010502. 10.7189/jogh.10.010502
    1. Powell-Jackson T, Mazumdar S, Mills A. Financial incentives in health: new evidence from India's Janani Suraksha Yojana. J Health Econ 2015;43:154–69. 10.1016/j.jhealeco.2015.07.001
    1. NGEC . Participation of vulnerable populations in their own programme: the cash transfers in Kenya [Internet], 2014. Available:

Source: PubMed

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