Evidence map›Paper›PMID 41133046›Full record

ArticleCureus2025

Health Diaries to Empower Marginalized Communities Through Self-Tracking: A Study in an Urban Slum and Rural Area of Bhopal District, Madhya Pradesh.

Devendra Gour, Manju Toppo, Madhav Bansal, Indu Jyotsana Ekka, Durgesh Sharma, Neeta Kumar, Pallavi Mandrai, Gursharan Singh Mehta

Abstract read
In one paragraph

Article in Cureus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Devendra GourCommunity Medicine, Gandhi Medical College, Bhopal, IND.
Manju ToppoCommunity Medicine, Gandhi Medical College, Bhopal , IND.
Madhav BansalCommunity Medicine, Gandhi Medical College, Bhopal, IND.
Indu Jyotsana EkkaCommunity Medicine, Gandhi Medical College, Bhopal, IND.
Durgesh SharmaCommunity Medicine, Gandhi Medical College, Bhopal, IND.
Neeta KumarPublic Health Cancer Nutrition, Indian Council of Medical Research, New Delhi, IND.
Pallavi MandraiCommunity Medicine, Gandhi Medical College, Bhopal, IND.
Gursharan Singh MehtaCommunity Medicine, Gandhi Medical College, Bhopal, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

objectiveHealth equity requires reliable, community-level data to inform policy and service delivery. In resource-constrained settings such as urban slums and rural areas of India, formal health data systems are often inadequate. This study aimed to assess the acceptability and use of self-maintained health diaries for community-based health surveillance.

methodsA cross-sectional study was conducted in two demographically distinct underserved blocks in Bhopal district, Madhya Pradesh, India, covering 1132 urban slum and 1162 rural residents. Households were provided monthly health diaries to self-record illness episodes, healthcare utilization, and basic health parameters with support from home health guides (HHGs). Baseline and follow-up data were collected over multiple months using structured surveys and biometric screenings. Baseline data were collected initially by the respective HHG, study staff, and local health volunteers. The baseline data included sociodemographic characteristics, anthropometric measurements, blood pressure, screening for common illnesses and disorders, health needs, availability and cost of care, affordability of health care services, population distribution, health services distribution, health-seeking behavior of the community via their preferences and reasons, diary acceptability, availability and utilization of existing health care facilities, and knowledge of the community. Data was entered and analyzed in Microsoft Excel (Microsoft Corp., Redmond, WA, USA).

resultsDiary compliance was high across both settings. In the urban slum, illness reporting rose from 122 (10.4%) to 142 (12.5%), while in the rural area, it declined from 89 (7.6%) to 19 (1.6%). Significant reductions in health expenditures were observed post-intervention, with urban lab test costs dropping from 418 (36.9%) to four (0.3%) and rural costs from 235 (20.2%) to two (0.2%). The use of the health diary also enhanced early detection of anemia, pre-hypertension, and pre-diabetes. Diaries enabled the reporting of diverse conditions, from headaches and menstrual disorders to otitis media and stroke, highlighting their value in capturing a wide disease burden.

conclusionSelf-maintained health diaries are feasible, acceptable, and cost-effective tools for improving health literacy, surveillance, and health-seeking behavior in underserved populations. Integration into national health programs and digital platforms could amplify their impact.

Indexed as

healthcare utilizationhealth diarieshealth literacyhealth surveillancehome health guides

Identifiers

PMID41133046
PMCPMC12541541

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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.