Evidence map›Paper›PMID 41623118›Full record

ArticleBirth defects research2026

Human-Centered Design of a Contextualized Service Delivery Model for Families of Infants With Major Congenital Anomalies in Kenya.

Audrey Chepkemoi, Molly McPheron, Violet Naanyu, James G Carlucci, Caroline Kerich, Winnie Matelong, Harold Kooreman, Megan S McHenry, Caitlin Bernard, Marylydia Kiano and 8 more

Abstract read
In one paragraph

Article in Birth defects research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors.

Audrey ChepkemoiDepartment of Pediatrics, Moi Teaching and Referral Hospital, Eldoret, Kenya.
Molly McPheronDepartment of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Violet NaanyuDepartment of Sociology, Psychology and Anthropology, Moi University School of Arts and Social Science, Eldoret, Kenya.
James G CarlucciDepartment of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Caroline KerichAcademic Model Providing Access to Healthcare, Eldoret, Kenya.
Winnie MatelongAcademic Model Providing Access to Healthcare, Eldoret, Kenya.
Harold KooremanDepartment of Biostatistics, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Megan S McHenryDepartment of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Caitlin BernardDepartment of Obstetrics and Gynecology, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Marylydia KianoAcademic Model Providing Access to Healthcare, Eldoret, Kenya.
Roselyn MidiwoAcademic Model Providing Access to Healthcare, Eldoret, Kenya.
Beverly MusickDepartment of Biostatistics, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Constantin T YiannoutsosDepartment of Epidemiology and Biostatistics, City University of New York School of Public Health and Health Policy, New York, New York, USA.
Kara Wools-KaloustianDepartment of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Rena C PatelDepartment of Medicine, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama, USA.
Edwin WereDepartment of Reproductive Health, Moi University School of Medicine, Eldoret, Kenya.
John M HumphreyDepartment of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA.
EA‐IeDEA consortium

Funding

East Africa International Epidemiology Database to evaluate AIDS (IeDEA) Regional ConsortiumU01AI069911 · NIAID · INDIANA UNIV-PURDUE UNIV AT INDIANAPOLIS · PI AGGREY SEMWENDERO SEMEERE, Kara Kay Wools-Kaloustian · 2006 to 2026
$57.7M
Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD)Fogarty International Center (FIC)Intramural Research ProgramNational Cancer Institute (NCI)National Heart, Lung and Blood Institute (NHLBI)National Institute of Allergy and Infectious Diseases (NIAID)National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK)National Institute of Mental Health (NIMH)National Institute on Alcohol Abuse and Alcoholism (NIAAA)National Institute on Drug Abuse (NIDA)NIAID NIH HHS U01 AI069911NIH HHS U01AI069911
6 · The paper itself

Abstract

backgroundCongenital anomalies (CAs) are a major cause of childhood mortality and disability in low- and middle-income countries. Our study explored caregiver experiences of infants with major CAs in Kenya and co-developed interventions using human-centered design (HCD).

methodsWe conducted a qualitative study at Kenya's second largest referral hospital (August 2023 to January 2024). Thirty-one caregivers of 23 infants with major CAs completed interviews on experiences and care needs, analyzed thematically using the socio-ecological model (individual, family, healthcare, and community domains). We conducted three HCD workshops with 19 healthcare providers and 15 caregivers to co-develop interventions to improve CA services.

resultsCaregivers reported emotional distress, stigma, and financial and geographic barriers to care. Key healthcare challenges included limited antenatal diagnosis, inadequate provider communication, insufficient peer support, and poor access to CA information. Community stigma contributed to parental isolation and distress, though social and spiritual networks offered coping support. Workshop participants identified stigma and fragmented care as critical issues and proposed feasible interventions, including caregiver support groups, dedicated counselors, provider training, integrated community counseling, improved infrastructure, and stronger support networks to enhance person-centered care.

conclusionsEngaging caregivers and providers through HCD highlighted major psychosocial and healthcare barriers and generated contextually relevant strategies to improve care for infants with CAs in Kenya. Future research should evaluate the implementation and effects of these interventions on patient- and family-centered outcomes.

Indexed as

Congenital AbnormalitiesAdultCaregiversDelivery of Health CareFemaleHumansInfantInfant, NewbornKenyaMaleQualitative ResearchSocial StigmaSocial Supportbirth surveillancecaregiverscongenital anomalieshealth serviceshuman‐centered designKenyastigma

Identifiers

PMID41623118
PMCPMC12862514

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.