Evidence map›Paper›PMID 40835849›Full record

ArticleAlzheimer's & dementia : the journal of the Alzheimer's Association2025

Contextualization of Harmonized Cognitive Assessment Protocol (HCAP) in an aging population in rural low-resource settings in Africa: Experiences and strategies adopted to optimize effective adaption of cognitive tests in Kenya.

Roselyter Monchari Riang'a, Eunice Muthoni Mwangi, Niranjani Nagarajan, Felix Agoi, Patrick N Mwangala, Alden L Gross, Jean Ikanga, Kenneth M Langa, Edward Miguel, Muthoni Gichu and 2 more

Abstract read
In one paragraph

Article in Alzheimer's & dementia : the journal of the Alzheimer's Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Recommended best practices for construct-centered adaptation of the Harmonized Cognitive Assessment Protocol.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026
    Article
  3. Article
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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

12 authors.

Roselyter Monchari Riang'aDepartment of Population Health, Medical College East Africa, Aga Khan University, Nairobi, Kenya.
Eunice Muthoni MwangiDepartment of Population Health, Medical College East Africa, Aga Khan University, Nairobi, Kenya.
Niranjani NagarajanDepartment of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, Michigan, USA.
Felix AgoiDepartment of Population Health, Medical College East Africa, Aga Khan University, Nairobi, Kenya.
Patrick N MwangalaInstitute for Human Development, Aga Khan University, Nairobi, Kenya.
Alden L GrossDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
Jean IkangaDepartment of Psychiatry, School of Medicine, University of Kinshasa, Kinshasa, DRC Congo.
Kenneth M LangaInstitute for Social Research, University of Michigan, Ann Arbor, Michigan, USA.
Edward MiguelDepartment of Economics, University of California, Berkeley, California, USA.
Muthoni GichuDivision of Palliative and Aged Care, Ministry of Health, Afya House, Nairobi, Kenya.
Joshua R EhrlichDepartment of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, Michigan, USA.
Anthony K NgugiDepartment of Population Health, Medical College East Africa, Aga Khan University, Nairobi, Kenya.

Funding

Research Education CoreP30AG024824 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Neil Alexander · 2004 to 2026
$29.2M
Statistical Data EnclaveP30AG012846 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI VICKI A. FREEDMAN · 1999 to 2026
$23.2M
The Longitudinal Study of Health and Ageing in Kenya (LOSHAK): A Population study of Health, Wellbeing, Economics, and AD/ADRD in Older Kenyan AdultsR01AG093721 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Joshua Robert Ehrlich, Anthony Karanja Ngugi · 2025 to 2026
$7.7M
Research Network for the Harmonized Cognitive Assessment Protocol (HCAP): Years 6-10U24AG065182 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Lindsay C Kobayashi, KENNETH M LANGA · 2022 to 2026
$2.6M
Longitudinal Study of Health and Ageing in Kenya (LOSHAK)R21AG077042 · NIA · AGA KHAN UNIVERSITY (KENYA) · PI EHRLICH, JOSHUA ROBERT, NGUGI, ANTHONY KARANJA · 2022 to 2022
$339k
Harmonized Cognitive Assessment Protocol Network U24AG065182Michigan Center on the Demography of Aging's HRS Partner Studies Network P30AG012846National Institute of Aging of the National Institute of Health R21AG077042NIA NIH HHS P30 AG012846NIA NIH HHS P30 AG024824NIA NIH HHS R01 AG093721NIA NIH HHS R21 AG077042NIA NIH HHS U24 AG065182University of Michigan Center for Global Health Equity
6 · The paper itself

Abstract

Cross-cultural adaptation of cognitive assessments is crucial for detecting Alzheimer's disease (AD) and related dementias (ADRD) in aging populations. This study documents the adaptation of the Harmonized Cognitive Assessment Protocol (HCAP) for a pilot study on the Longitudinal Study of Health and Aging in Kenya (LOSHAK) in rural Kilifi County, Kenya, highlighting challenges and strategies for optimizing outcomes. As part of the LOSHAK feasibility phase, cognitive tests including: the Swahili Mental State Examination, 10-word recall, animal naming, story recall, clock drawing, and making change, were administered to 202 participants (≥45 years) from the Kaloleni/Rabai Health and Demographic Surveillance System (KRHDSS). Measures were adapted culturally and linguistically, and trained local enumerators conducted home-based assessments. Low literacy (60.1% had no schooling), linguistic diversity, cultural norms, and infrastructure limitations influenced assessments. Key adaptations included translation, culturally relevant modifications, flexible administration, and community engagement. Contextualized cognitive assessments improve validity in rural resource-limited settings, offering insights for future research. HIGHLIGHTS: This is a narrative qualitative study documenting the experiences and Strategies Adopted to Optimize Effective Adaption of Cognitive Tests in Longitudinal Study of Health and Aging in Kenya (LOSHAK). This article documents the adaptation and contextualization of the Harmonized Cognitive Assessment Protocol (HCAP) for a pilot study on health and aging (LOSHAK) in rural Kilifi County, Kenya, focusing on the challenges and strategies employed to optimize outcome. HCAP tests were administered as part of the feasibility and pilot phase of the LOSHAK, the aim of which was to validate measures and optimize data collection procedures. The median age of the 202 study participants was 64, with 57.4% being female. A majority (62.5%) were not currently working, and nearly 70% fell within the two poorest wealth quintiles. The rural setting presented unique challenges including: low literacy rates (60.1% of participants had no schooling), diverse language use (primarily Giriama and Swahili), limited infrastructure (e.g., 44.8% of households had electricity), restrictive cultural norms that influenced data collection (e.g., in-home interviews were often conducted outdoors with destructions). Key adaptations included: translating and culturally adapting test items (e.g., using local Swahili dialects and culturally relevant examples), recruiting and training local enumerators who were familiar with the community, culture and language, iterative pre-testing and using roleplay helped to ensure that enumerator scoring was consistent, accurate, and reliable. contextualization of tool and data collection strategies included: adjusting data collection methods to accommodate cultural practices and environmental limitations, for example, allowing respondents to use their preferred language for "animal naming," using paper and pen for some test items for which participants experienced difficulty using tablets, paying close special attention to time and season of administration, and adopting strategies to minimize background noise and other environmental distractions (e.g., due to rain, lunch hour, planting and harvesting, and school holidays). Prior to data collection, it was essential to engage local community health volunteers (CHVs), build rapport with participants, explain the study, and describe the idiosyncrasies of cognitive testing. The study emphasizes the importance of cultural sensitivity, linguistic appropriateness, and community engagement in cognitive assessment in diverse, resource-constrained settings. The findings offer practical recommendations for researchers aiming to conduct cognitive assessments in similar populations, contributing to the development of culturally sensitive and effective tools for understanding and addressing cognitive health in aging populations.

Indexed as

AgingNeuropsychological TestsRural PopulationAgedAged, 80 and overFemaleHumansKenyaLongitudinal StudiesMaleMiddle AgedPilot ProjectsagingAlzheimer's diseaseassessment adaptationcognitive assessmentcultural adaptationdementiafield experienceshcapKenyalow‐resource settingsSub‐Saharan Africa

Identifiers

PMID40835849
PMCPMC12367447

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.