Four antenatal care visits by four months of pregnancy and four vital tests for pregnant mothers: impact of a community-facility health systems strengthening intervention in Migori County, Kenya.
Early antenatal care attendance
Health system strengthening
Kenya
Quality improvement
Journal
BMC pregnancy and childbirth
ISSN: 1471-2393
Titre abrégé: BMC Pregnancy Childbirth
Pays: England
ID NLM: 100967799
Informations de publication
Date de publication:
27 Mar 2024
27 Mar 2024
Historique:
received:
02
01
2024
accepted:
01
03
2024
medline:
28
3
2024
pubmed:
28
3
2024
entrez:
28
3
2024
Statut:
epublish
Résumé
Early attendance at antenatal care (ANC), coupled with good-quality care, is essential for improving maternal and child health outcomes. However, achieving these outcomes in sub-Saharan Africa remains a challenge. This study examines the effects of a community-facility health system strengthening model (known as 4byFour) on early ANC attendance, testing for four conditions by four months of pregnancy, and four ANC clinic visits in Migori county, western Kenya. We conducted a mixed methods quasi-experimental study with a before-after interventional design to assess the impact of the 4byFour model on ANC attendance. Data were collected between August 2019 and December 2020 from two ANC hospitals. Using quantitative data obtained from facility ANC registers, we analysed 707 baseline and 894 endline unique ANC numbers (attendances) based on negative binomial regression. Logistic regression models were used to determine the impact of patient factors on outcomes with Akaike Information Criterion (AIC) and likelihood ratio testing used to compare models. Regular facility stock checks were undertaken at the study sites to assess the availability of ANC profile tests. Analysis of the quantitative data was conducted in R v4.1.1 software. Additionally, qualitative in-depth interviews were conducted with 37 purposively sampled participants, including pregnant mothers, community health volunteers, facility staff, and senior county health officials to explore outcomes of the intervention. The interview data were audio-recorded, transcribed, and coded; and thematic analysis was conducted in NVivo. There was a significant 26% increase in overall ANC uptake in both facilities following the intervention. Early ANC attendance improved for all age groups, including adolescents, from 22% (baseline) to 33% (endline, p = 0.002). Logistic regression models predicting early booking were a better fit to data when patient factors were included (age, parity, and distance to clinic, p = 0.004 on likelihood ratio testing), suggesting that patient factors were associated with early booking.The proportion of women receiving all four tests by four months increased to 3% (27/894), with haemoglobin and malaria testing rates rising to 8% and 4%, respectively. Despite statistical significance (p < 0.001), the rates of testing remained low. Testing uptake in ANC was hampered by frequent shortage of profile commodities not covered by buffer stock and low ANC attendance during the first trimester. Qualitative data highlighted how community health volunteer-enhanced health education improved understanding and motivated early ANC-seeking. Community pregnancy testing facilitated early detection and referral, particularly for adolescent mothers. Challenges to optimal ANC attendance included insufficient knowledge about the ideal timing for ANC initiation, financial constraints, and long distances to facilities. The 4byFour model of community-facility health system strengthening has the potential to improve early uptake of ANC and testing in pregnancy. Sustained improvement in ANC attendance requires concerted efforts to improve care quality, consistent availability of ANC commodities, understand motivating factors, and addressing barriers to ANC. Research involving randomised control trials is needed to strengthen the evidence on the model's effectiveness and inform potential scale up.
Sections du résumé
BACKGROUND
BACKGROUND
Early attendance at antenatal care (ANC), coupled with good-quality care, is essential for improving maternal and child health outcomes. However, achieving these outcomes in sub-Saharan Africa remains a challenge. This study examines the effects of a community-facility health system strengthening model (known as 4byFour) on early ANC attendance, testing for four conditions by four months of pregnancy, and four ANC clinic visits in Migori county, western Kenya.
METHODS
METHODS
We conducted a mixed methods quasi-experimental study with a before-after interventional design to assess the impact of the 4byFour model on ANC attendance. Data were collected between August 2019 and December 2020 from two ANC hospitals. Using quantitative data obtained from facility ANC registers, we analysed 707 baseline and 894 endline unique ANC numbers (attendances) based on negative binomial regression. Logistic regression models were used to determine the impact of patient factors on outcomes with Akaike Information Criterion (AIC) and likelihood ratio testing used to compare models. Regular facility stock checks were undertaken at the study sites to assess the availability of ANC profile tests. Analysis of the quantitative data was conducted in R v4.1.1 software. Additionally, qualitative in-depth interviews were conducted with 37 purposively sampled participants, including pregnant mothers, community health volunteers, facility staff, and senior county health officials to explore outcomes of the intervention. The interview data were audio-recorded, transcribed, and coded; and thematic analysis was conducted in NVivo.
RESULTS
RESULTS
There was a significant 26% increase in overall ANC uptake in both facilities following the intervention. Early ANC attendance improved for all age groups, including adolescents, from 22% (baseline) to 33% (endline, p = 0.002). Logistic regression models predicting early booking were a better fit to data when patient factors were included (age, parity, and distance to clinic, p = 0.004 on likelihood ratio testing), suggesting that patient factors were associated with early booking.The proportion of women receiving all four tests by four months increased to 3% (27/894), with haemoglobin and malaria testing rates rising to 8% and 4%, respectively. Despite statistical significance (p < 0.001), the rates of testing remained low. Testing uptake in ANC was hampered by frequent shortage of profile commodities not covered by buffer stock and low ANC attendance during the first trimester. Qualitative data highlighted how community health volunteer-enhanced health education improved understanding and motivated early ANC-seeking. Community pregnancy testing facilitated early detection and referral, particularly for adolescent mothers. Challenges to optimal ANC attendance included insufficient knowledge about the ideal timing for ANC initiation, financial constraints, and long distances to facilities.
CONCLUSION
CONCLUSIONS
The 4byFour model of community-facility health system strengthening has the potential to improve early uptake of ANC and testing in pregnancy. Sustained improvement in ANC attendance requires concerted efforts to improve care quality, consistent availability of ANC commodities, understand motivating factors, and addressing barriers to ANC. Research involving randomised control trials is needed to strengthen the evidence on the model's effectiveness and inform potential scale up.
Identifiants
pubmed: 38539129
doi: 10.1186/s12884-024-06386-2
pii: 10.1186/s12884-024-06386-2
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
224Informations de copyright
© 2024. The Author(s).
Références
WHO. Standards for maternal and neonatal care. Geneva: The World Health Organization; 2007.
Bhutta ZA, Das JK, Bahl R, Lawn JE, Salam RA, Paul VK, et al. Can available interventions end preventable deaths in mothers, newborn babies, and stillbirths, and at what cost? Lancet. 2014;384(9940):347–70.
pubmed: 24853604
doi: 10.1016/S0140-6736(14)60792-3
Gomez GB, Kamb ML, Newman LM, Mark J, Broutet N, Hawkes SJ. Untreated maternal syphilis and adverse outcomes of pregnancy: a systematic review and meta-analysis. Bull World Health Organ. 2013;91(3):217–26.
pubmed: 23476094
pmcid: 3590617
doi: 10.2471/BLT.12.107623
Hawkes SJ, Gomez GB, Broutet N. Early Antenatal Care: does it make a difference to outcomes of pregnancy Associated with Syphilis? A systematic review and Meta-analysis. PLoS ONE. 2013;8(2):e56713.
pubmed: 23468875
pmcid: 3585307
doi: 10.1371/journal.pone.0056713
Meyers K, Qian H, Wu Y, Lao Y, Chen Q, Dong X, et al. Early initiation of ARV during pregnancy to move towards virtual elimination of Mother-to-child-transmission of HIV-1 in Yunnan, China. PLoS ONE. 2015;10:e0138104.
pubmed: 26407096
pmcid: 4583380
doi: 10.1371/journal.pone.0138104
WHO. WHO recommendations on antenatal care for a positive pregnancy experience. 2016.
Kenya Ministry of Health. Migori County: Health at a glance. Nairobi: Kenya Ministry of Health; 2015.
KNBS. Kenya Demographic and Health Survey 2022. Nairobi, Kenya: e Kenya National Bureau of Statistics (KNBS),; 2023.
Sharma J, Leslie HH, Kundu F, Kruk ME. Poor quality for poor women? Inequities in the quality of Antenatal and Delivery Care in Kenya. PLoS ONE. 2017;12(1):e0171236.
pubmed: 28141840
pmcid: 5283741
doi: 10.1371/journal.pone.0171236
Kenya Ministry of Health. Strategy for Community Health 2014–2019. Nairobi: Kenya Ministry of Health; 2014.
Young N, Taegtmeyer M, Aol G, Bigogo GM, Phillips-Howard PA, Hill J, et al. Integrated point-of-care testing (POCT) of HIV, syphilis, malaria and anaemia in antenatal clinics in western Kenya: a longitudinal implementation study. PLoS ONE. 2018;13(7):e0198784.
pubmed: 30028852
pmcid: 6054376
doi: 10.1371/journal.pone.0198784
Mattioli S, Corbelli GM, Pieralli S, Esposti MD. HIV test: which is your best? A National survey on testing preferences among MSM in Italy. J Int AIDS Soc. 2014;17(4 Suppl 3):19598.
pubmed: 25394102
pmcid: 4224791
doi: 10.7448/IAS.17.4.19598
Tesfaye G, Loxton D, Chojenta C, Semahegn A, Smith R. Delayed initiation of antenatal care and associated factors in Ethiopia: a systematic review and meta-analysis. Reproductive Health. 2017;14(1).
Alhassan Y, Twimukye A, Malaba T, Myer L, Waitt C, Lamorde M et al. ‘I fear my partner will abandon me’: the intersection of late initiation of antenatal care in pregnancy and poor ART adherence among women living with HIV in South Africa and Uganda. BMC Pregnancy Childbirth. 2022;22(1).
Young N, Achieng F, Desai M, Phillips-Howard P, Hill J, Aol G, et al. Integrated point-of-care testing (POCT) for HIV, syphilis, malaria and anaemia at antenatal facilities in western Kenya: a qualitative study exploring end-users’ perspectives of appropriateness, acceptability and feasibility. BMC Health Serv Res. 2019;19(1):74.
pubmed: 30691447
pmcid: 6348645
doi: 10.1186/s12913-018-3844-9
Young N, Taetgmeyer M, Zulaika G, Aol G, Desai M, Ter Kuile F, et al. Integrating HIV, syphilis, malaria and anaemia point-of-care testing (POCT) for antenatal care at dispensaries in western Kenya: discrete-event simulation modelling of operational impact. BMC Public Health. 2019;19(1):1629.
pubmed: 31795999
pmcid: 6892244
doi: 10.1186/s12889-019-7739-4
Kenya National Bureau of Statistics. Kenya Demographic and Health Survey 2014 Nairobi. Kenya: Kenya National Bureau of Statistics; 2014.
Alibhai KM, Ziegler BR, Meddings L, Batung E, Luginaah I. Factors impacting antenatal care utilization: a systematic review of 37 fragile and conflict-affected situations. Confl Health. 2022;16(1):33.
pubmed: 35690840
pmcid: 9188725
doi: 10.1186/s13031-022-00459-9
Mbuagbaw L, Medley N, Darzi AJ, Richardson M, Habiba Garga K, Ongolo-Zogo P. Health system and community level interventions for improving antenatal care coverage and health outcomes. Cochrane Database Syst Reviews. 2015(12).
Lang’At E, Mwanri L, Temmerman M. Effects of free maternity service policy in Kenya: an interrupted time series analysis. Lancet Global Health. 2019;7:S21.
doi: 10.1016/S2214-109X(19)30106-8
Comfort AB, Juras RC, Bradley SEK, Ranjalahy Rasolofomanana J, Noeliarivelo Ranjalahy A, Harper CC. Do home pregnancy tests bring women to community health workers for antenatal care counselling? A randomized controlled trial in Madagascar. Health Policy Plann. 2019;34(8):566–73.
doi: 10.1093/heapol/czz080
Maryline Mireku MK, Rosalind Mccollum M, Taegtmeyer KD, Koning, Otiso L. Context analysis: close-to-community health service providers in Kenya. Kenya: REACHOUT Consortium; 2014.
USAID SQALE. Sharing knowledge and experience on quality improvement for community health and sustaining change: USAID SQALE Learning Event Report 2019. Nairobi, Kenya: USAID SQALE; 2019.
Karuga RN, Mireku M, Muturi N, McCollum R, Vallieres F, Kumar M, et al. Supportive supervision of close-to-community providers of health care: findings from action research conducted in two counties in Kenya. PLoS ONE. 2019;14(5):e0216444.
pubmed: 31141509
pmcid: 6541245
doi: 10.1371/journal.pone.0216444
Moore GF, Audrey S, Barker M, Bond L, Bonell C, Hardeman W, et al. Process evaluation of complex interventions: Medical Research Council guidance. BMJ: Br Med J. 2015;350:h1258.
doi: 10.1136/bmj.h1258
Wight D, Wimbush E, Jepson R, Doi L. Six steps in quality intervention development (6SQuID). J Epidemiol Community Health. 2016;70(5):520–5.
pubmed: 26573236
doi: 10.1136/jech-2015-205952
Creswell JW, Plano Clark VL, Gutmann ML, Hanson WE. Advanced mixed methods research designs. Handb Mixed Methods Social Behav Res. 2003;209(240):209–40.
Kenya National Bureau of Statistics. 2019 Kenya population and housing census. Nairobi: Kenya National Bureau of Statistics; 2019.
AFIDEP. Migori County: Reproductive, maternal, meonatal and child Health. Nairob: African Institute for Development Policy; 2017.
Hoyos J, Belza MJ, Fernandez-Balbuena S, Rosales-Statkus ME, Pulido J, de la Fuente L. Preferred HIV testing services and programme characteristics among clients of a rapid HIV testing programme. BMC Publ Health. 2013;13:791.
doi: 10.1186/1471-2458-13-791
Otiso L, Gitahi G, Nambiar B, Kumar MB, Doyle V. The missing piece: quality in community health programmes. Lancet Global Health. 2019;7(3):e306.
pubmed: 30784629
doi: 10.1016/S2214-109X(18)30538-2
Saunders B, Sim J, Kingstone T, Baker S, Waterfield J, Bartlam B, et al. Saturation in qualitative research: exploring its conceptualization and operationalization. Qual Quant. 2018;52(4):1893–907.
pubmed: 29937585
doi: 10.1007/s11135-017-0574-8
Denzin NK, Lincoln YS. Introduction: the discipline and practice of qualitative research. Fifth ed: Sage Publications Ltd.; 2008.
R Core Team. R: a language and environment for statistical computing Vienna. Austria R Foundation for Statistical Computing; 2022.
Azevedo V, Carvalho M, Costa F, Mesquita S, Soares J, Teixeira F, et al. Interview transcription: conceptual issues, practical guidelines, and challenges. Revista De Enfermagem Referência. 2017;IV S–rie(N–14):159–68.
doi: 10.12707/RIV17018
Shikuku D, Masavah L, Muganda M, Otieno F, Magolo G, Njoki L et al. Effect of Integrated Community Case Management on Access and Utilization of Maternal, Newborn and Child Health and Immunization Services in Hard-to-Reach communities in Migori County, Kenya: a quasi-experimental study2020.
Singh D, Negin J, Orach CG, Cumming R. Supportive supervision for volunteers to deliver reproductive health education: a cluster randomized trial. Reproductive Health. 2016;13(1):126.
pubmed: 27716313
pmcid: 5048471
doi: 10.1186/s12978-016-0244-7
Kirkwood BR, Manu A, ten Asbroek AH, Soremekun S, Weobong B, Gyan T, et al. Effect of the newhints home-visits intervention on neonatal mortality rate and care practices in Ghana: a cluster randomised controlled trial. Lancet. 2013;381(9884):2184–92.
pubmed: 23578528
doi: 10.1016/S0140-6736(13)60095-1
Wafula ST, Nalugya A, Kananura RM, Mugambe RK, Kyangwa M, Isunju JB, et al. Effect of community-level intervention on antenatal care attendance: a quasi-experimental study among postpartum women in Eastern Uganda. Glob Health Action. 2022;15(1):2141312.
pubmed: 36369730
pmcid: 9665095
doi: 10.1080/16549716.2022.2141312
Guthrie BL, Tsegaye AT, Rankin KC, Walson JL, Alemie GA. Partnering faith leaders with community health workers increases utilization of antenatal care and facility delivery services in Ethiopia: a cluster randomized trial. J Glob Health. 2021;11:04063.
pubmed: 34737863
pmcid: 8564884
doi: 10.7189/jogh.11.04063
Scharff D, Enard KR, Tao D, Strand G, Yakubu R, Cope V. Community Health Worker Impact on Knowledge, Antenatal Care, and birth outcomes: a systematic review. Matern Child Health J. 2022;26(1):79–101.
pubmed: 34981332
doi: 10.1007/s10995-021-03299-w
Kennedy CE, Yeh PT, Gholbzouri K, Narasimhan M. Self-testing for pregnancy: a systematic review and meta-analysis. BMJ Open. 2022;12(2):e054120.
pubmed: 35228285
pmcid: 8886405
doi: 10.1136/bmjopen-2021-054120
Comfort AB, Chankova S, Juras R, Hsi CN, Peterson LA, Hathi P. Providing free pregnancy test kits to community health workers increases distribution of contraceptives: results from an impact evaluation in Madagascar. Contraception. 2016;93(1):44–51.
pubmed: 26409247
doi: 10.1016/j.contraception.2015.09.011
Kisuule I, Kaye DK, Najjuka F, Ssematimba SK, Arinda A, Nakitende G et al. Timing and reasons for coming late for the first antenatal care visit by pregnant women at Mulago hospital, Kampala Uganda. BMC Pregnancy and Childbirth. 2013;13(November 2014).
Manzi A, Munyaneza F, Mujawase F, Banamwana L, Sayinzoga F, Thomson DR, et al. Assessing predictors of delayed antenatal care visits in Rwanda: a secondary analysis of Rwanda demographic and health survey 2010. BMC Pregnancy Childbirth. 2014;14(1):290.
pubmed: 25163525
pmcid: 4152595
doi: 10.1186/1471-2393-14-290
Pell C, Meñaca A, Were F, Afrah NA, Chatio S, Manda-Taylor L, et al. Factors affecting antenatal care attendance: results from qualitative studies in Ghana, Kenya and Malawi. PLoS ONE. 2013;8(1):e53747–e.
pubmed: 23335973
pmcid: 3546008
doi: 10.1371/journal.pone.0053747
Alhassan Y, Twimukye A, Malaba T, Myer L, Waitt C, Lamorde M, et al. I fear my partner will abandon me’: the intersection of late initiation of antenatal care in pregnancy and poor ART adherence among women living with HIV in South Africa and Uganda. BMC Pregnancy Childbirth. 2022;22(1):566.
pubmed: 35840939
pmcid: 9284724
doi: 10.1186/s12884-022-04896-5
Khan SS, Tawale NK, Patel A, Dibley MJ, Alam A. My husband is my family. The culture of pregnancy disclosure and its implications on early pregnancy registration in a child nutrition intervention in rural Maharashtra, India. Midwifery. 2021;103:103141.
pubmed: 34560375
doi: 10.1016/j.midw.2021.103141
Maluka S, Mpambije C, Fitzgerald S, Salim R, Kamuzora P. Why do pregnant women in Iringa region in Tanzania start antenatal care late? A qualitative analysis. BMC Pregnancy Childbirth. 2020;20.
Gupta S, Yamada G, Mpembeni R, Frumence G, Callaghan-Koru JA, Stevenson R, et al. Factors associated with four or more antenatal care visits and its decline among pregnant women in Tanzania between 1999 and 2010. PLoS ONE. 2014;9(7):e101893.
pubmed: 25036291
pmcid: 4103803
doi: 10.1371/journal.pone.0101893
Kisuule I, Kaye DK, Najjuka F, Ssematimba SK, Arinda A, Nakitende G, et al. Timing and reasons for coming late for the first antenatal care visit by pregnant women at Mulago hospital. Kampala Uganda. 2013;13(1):121.
Ebonwu J, Mumbauer A, Uys M, Wainberg ML, Medina-Marino, AJPo. Determinants of late antenatal care presentation in rural and peri-urban communities in South Africa: a cross-sectional study. 2018;13(3):e0191903.
Khatri RB, Mengistu TS, Assefa Y. Input, process, and output factors contributing to quality of antenatal care services: a scoping review of evidence. BMC Pregnancy Childbirth. 2022;22(1):977.
pubmed: 36577961
pmcid: 9795647
doi: 10.1186/s12884-022-05331-5
Afulani PA, Buback L, Essandoh F, Kinyua J, Kirumbi L, Cohen CR. Quality of antenatal care and associated factors in a rural county in Kenya: an assessment of service provision and experience dimensions. BMC Health Serv Res. 2019;19(1):684.
pubmed: 31590662
pmcid: 6781384
doi: 10.1186/s12913-019-4476-4
Ochieng BM, Kaseje M, Kaseje DCO, Oria K, Magadi M. Perspectives of stakeholders of the free maternity services for mothers in western Kenya: lessons for universal health coverage. BMC Health Serv Res. 2022;22(1):226.
pubmed: 35183169
pmcid: 8857830
doi: 10.1186/s12913-022-07632-z
Magge H, Chilengi R, Jackson EF, Wagenaar BH, Kante AM, Hingora A, et al. Tackling the hard problems: implementation experience and lessons learned in newborn health from the African Health Initiative. BMC Health Serv Res. 2017;17(3):829.
pubmed: 29297352
pmcid: 5763287
doi: 10.1186/s12913-017-2659-4
Mollel D, Kagashe GA, Asingizwe D, Banzimana S, Maru SM, Niragire F. Barriers to access of maternal health commodities among pregnant women in public health facilities in Ubungo Municipal Council, Tanzania. J Pharm Policy Pract. 2024;17(1).
Kabia E, Mbau R, Oyando R, Oduor C, Bigogo G, Khagayi S et al. We are called the et cetera: experiences of the poor with health financing reforms that target them in Kenya. Int J Equity Health. 2019;18(1).
Dahab R, Sakellariou D. Barriers to accessing maternal care in low income countries in Africa: a systematic review. Int J Environ Res Public Health. 2020;17(12):4292.
pubmed: 32560132
pmcid: 7344902
doi: 10.3390/ijerph17124292
Kim D, editor. Editor an Integrated Supply Chain Management System: a Case Study in Healthcare Sector. E-Commerce and web technologies; 2005 2005//; Berlin, Heidelberg: Springer Berlin Heidelberg.
Organisation TWH. WHO recommendations on antenatal care for a positive pregnancy experience. 2016.
McCoy D, Chopra M, Loewenson R, Aitken JM, Ngulube T, Muula A, et al. Expanding access to antiretroviral therapy in sub-saharan Africa: avoiding the pitfalls and dangers, capitalizing on the opportunities. Am J Public Health. 2005;95(1):18–22.
pubmed: 15623853
pmcid: 1449845
doi: 10.2105/AJPH.2004.040121
Walsh A, Ndubani P, Simbaya J, Dicker P, Brugha R. Task sharing in Zambia: HIV service scale-up compounds the human resource crisis. BMC Health Serv Res. 2010;10(1):272.
pubmed: 20849626
pmcid: 2955013
doi: 10.1186/1472-6963-10-272
Regeru RN, Chikaphupha K, Kumar B et al. M,. ‘Do you trust those data?’ - A mixed-methods study assessing the quality of data reported by community health workers in Kenya and Malawi. 2020. p. 334 – 45.
Njoroge M, Zurovac D, Ogara EAA, Chuma J, Kirigia D. Assessing the feasibility of eHealth and mHealth: a systematic review and analysis of initiatives implemented in Kenya. BMC Res Notes. 2017;10(1):90.
pubmed: 28183341
pmcid: 5301342
doi: 10.1186/s13104-017-2416-0
Kenya Ministry of Health. National Community Health Digitization Strategy 2020–2025. Nairobi, Kenya: Kenya Ministry of Health; 2021.
Kruk ME, Gage AD, Arsenault C et al. High-quality health systems in the Sustainable Development Goals era: time for a revolution. 2018. p. e1196-e252.