Evidence map›Paper›PMID 41126216›Full record

ArticleBMC health services research2025

"Differentiated care is not a matter of feasibility but a necessity"- service providers' perception on initiating a comprehensive tuberculosis care package (CCp-K) to reduce deaths in Kerala, India.

Raman Swathy Vaman, Kalaiselvi Selvaraj, Dina Nair, Mathew Joseph Valamparampil, Anjali Vannadil, Jose Vincent, Reshma Rajan Sudha, Serah Mamachan, Greshma Chandrasekharan Nair, Athira Kavundezhath Radhakrishnan and 3 more

Abstract read
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Article in BMC health services research, 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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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

13 authors.

Raman Swathy VamanDistrict Hospital, Kanhangad, Kasaragod, Kerala, India. ramanvaathapi@gmail.com.
Kalaiselvi SelvarajDepartment of Community and Family Medicine, All India Institute of Medical Sciences, Madurai, Tamil Nadu, India.
Dina NairDivision of Clinical Research, ICMR-National Institute for Research in Tuberculosis, Chennai, Tamil Nadu, India.
Mathew Joseph Valamparampil *Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, Kerala, India.
Anjali Vannadil *Department of Community Medicine, Bangalore Medical College and Research Institute, Bangalore, India.
Jose Vincent *Department of Community Medicine, Amala Institute of Medical Sciences, Thrissur, Kerala, India.
Reshma Rajan Sudha *Department of Community Medicine, SUT Academy of Medical Sciences, Trivandrum, Kerala, India.
Serah Mamachan *Department of Community Medicine, SUT Academy of Medical Sciences, Trivandrum, Kerala, India.
Greshma Chandrasekharan Nair *Department of Community Medicine, SUT Academy of Medical Sciences, Trivandrum, Kerala, India.
Athira Kavundezhath Radhakrishnan *Department of Community Medicine, Amala Institute of Medical Sciences, Thrissur, Kerala, India.
Jeen MelfhaDivision of Health Systems Research, ICMR-National Institute of Epidemiology, Chennai, Tamil Nadu, India.
Annadurai JeyakumarICMR-School of Public Health, ICMR-National Institute of Epidemiology, Chennai, Tamil Nadu, India.
Hemant Deepak ShewadeDivision of Health Systems Research, ICMR-National Institute of Epidemiology, Chennai, Tamil Nadu, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundKerala reports one of the highest case fatality rates and high prevalence of comorbidities and risk factors among persons with tuberculosis (PwTB). We developed a comprehensive care model (CCp-K) focusing on triaging persons with tuberculosis for severe illness, uncontrolled diabetes, alcohol and nicotine dependence at diagnosis, and ensuring inpatient care and follow-up. In the pre-implementation phase, we explored the barriers, facilitators, and perceived suggestions in the design and implementation of CCp-K from various interest holders for sustainable implementation.

methodsWe conducted an interest holder mapping and using the Power-Interest matrix of Mendelow, we purposively selected key interest holders at the district and state level. In-depth interviews were conducted using an interview guide by trained interviewers until data saturation was achieved. The audio recordings were transcribed, translated, and analysed using a framework-guided thematic analysis approach.

resultsTwelve interest holders participated in the interview, which included nine men and three women. The interviews lasted for a mean duration of 74 min (SD = 22). A total of 33 codes were generated and categorized under five themes: (i) perception on TB deaths (ii) relevance of CCp-K differentiated TB care model, (iii) perceived feasibility and enablers of implementing CCp-K, (iv) perceived barriers, and (v) perceived suggestions for the model and its delivery. The interest holders perceived that while delayed diagnosis contributes to TB mortality, the CCp-K model can bridge critical gaps in post-diagnosis care, particularly through early triaging and comorbidity management to reduce TB deaths. The robust healthcare infrastructure of Kerala, local governments and community involvement, and cross-adaptation opportunities from previous successful models were perceived as facilitators. The lack of nodal treatment centres, stigma among healthcare workers, social vulnerability, and competing priorities were perceived as major barriers.

conclusionsThe interest holders perceived the CCp-K model to be relevant and feasible. However, Kerala should overcome the barriers of inadequate inpatient referral centers by establishing designated TB care facilities, leveraging existing collaboration with private partnerships, and strengthening the social support system.

Indexed as

Attitude of Health PersonnelTuberculosisAdultFeasibility StudiesFemaleHumansIndiaInterviews as TopicMaleMiddle AgedQualitative ResearchTriageDifferentiated careHealth system researchIndiaSORT ITTriageTuberculosis

Identifiers

PMID41126216
PMCPMC12542434

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LicenceCC BY-NC-ND
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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.