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Datta B, Datta BC, Dubey S, Das A, Manohar R, Mandarwal D. Health-Seeking Behavior and Economic Burden of Patients With Type 2 Diabetes Mellitus: A Cross-Sectional Study. Cureus 2024; 16:e70806. [PMID: 39493155 PMCID: PMC11531913 DOI: 10.7759/cureus.70806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/04/2024] [Indexed: 11/05/2024] Open
Abstract
Background Type 2 diabetes mellitus (T2DM) is a major public health concern, affecting millions worldwide and placing a significant burden. This study aimed to assess the health-seeking behaviors and the economic burden of T2DM patients in Jaipur, Rajasthan. Methodology This cross-sectional observational study was conducted from January 2019 to June 2020 at the Community Health Centre (CHC) in Jaipur, India. A total of 400 T2DM patients, aged 18 years or older and diagnosed for at least six months, were included in the study. Data were collected through a semi-structured questionnaire, focusing on sociodemographic characteristics, health-seeking behaviors, and the economic impact of T2DM. IBM SPSS Statistics for Windows, Version 23 (Released 2015; IBM Corp., Armonk, New York, United States) was used for data analysis. Results The study revealed that 50.5% of the participants sought treatment from government hospitals, while 28.7% preferred private healthcare. Allopathic medicine was the most common treatment approach (96.5%). Affordability was the main factor influencing healthcare choices (57.0%). The average annual expenditure on diabetes care was Indian rupees (INR) 15,204, with patients spending INR 1,267 monthly on treatment. About 73.5% of the participants spent between INR 10,001 and 20,000 annually on diabetes care, and 39.8% of patients allocated 0-10% of their monthly income to healthcare expenses. Conclusion The results suggest that affordability plays a crucial role in determining health-seeking behaviors. The findings call for policy interventions to improve access to affordable care and mitigate the financial impact of diabetes. Further research is recommended to explore the long-term economic consequences of managing T2DM in similar settings.
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Affiliation(s)
- Bibhash Datta
- Department of Community Medicine, Tripura Medical College and Dr. BRAM Teaching Hospital, Agartala, IND
| | - Bhawna C Datta
- Department of Occupational Therapy, Shantha College of Allied Health Sciences, Bangalore, IND
| | - Shubhra Dubey
- Department of Community Medicine, Government Medical College Satna, Satna, IND
| | - Abhijit Das
- Department of Community Medicine, Tripura Medical College and Dr. BRAM Teaching Hospital, Agartala, IND
| | - Ravindra Manohar
- Department of Community Medicine, National Institute of Medical Sciences and Research, Jaipur, IND
| | - Dharmendra Mandarwal
- Department of Community Medicine, National Institute of Medical Sciences and Research, Jaipur, IND
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Odayar J, Rusch J, Dave JA, Van Der Westhuizen DJ, Mukonda E, Lesosky M, Myer L. Transfers between health facilities of people living with diabetes attending primary health care services in the Western Cape Province of South Africa: A retrospective cohort study. Trop Med Int Health 2024; 29:489-498. [PMID: 38514897 PMCID: PMC11147718 DOI: 10.1111/tmi.13990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2024]
Abstract
OBJECTIVES Transfers between health facilities of people living with HIV attending primary health care (PHC) including hospital to PHC facility, PHC facility to hospital and PHC facility to PHC facility transfers occur frequently, affect health service planning, and are associated with disengagement from care and viraemia. Data on transfers among people living with diabetes attending PHC, particularly transfers between PHC facilities, are few. We assessed the transfer incidence rate of people living with diabetes attending PHC, and the association between transfers between PHC facilities and subsequent HbA1c values. METHODS We analysed data on HbA1c tests at public sector facilities in the Western Cape Province (2016-March 2020). Individuals with an HbA1c in 2016-2017 were followed-up for 27 months and included in the analysis if ≥18 years at first included HbA1c, ≥2 HbA1cs during follow-up and ≥1 HbA1c at a PHC facility. A visit interval was the duration between two consecutive HbA1cs. Successive HbA1cs at different facilities of any type indicated any transfer, and HbA1cs at different PHC facilities indicated a transfer between PHC facilities. Mixed effects logistic regression adjusted for sex, age, rural/urban facility attended at the start of the visit interval, disengagement (visit interval >14 months) and a hospital visit during follow-up assessed the association between transfers between PHC facilities and HbA1c >8%. RESULTS Among 102,813 participants, 22.6% had ≥1 transfer of any type. Including repeat transfers, there were 29,994 transfers (14.4 transfers per 100 person-years, 95% confidence interval [CI] 14.3-14.6). A total of 6996 (30.1%) of those who transferred had a transfer between PHC facilities. Visit intervals with a transfer between PHC facilities were longer (349 days, interquartile range [IQR] 211-503) than those without any transfer (330 days, IQR 182-422). The adjusted relative odds of an HbA1c ≥8% after a transfer between PHC facilities versus no transfer were 1.20 (95% CI 1.05-1.37). CONCLUSION The volume of transfers involving PHC facilities requires consideration when planning services. Individuals who transfer between PHC facilities require additional monitoring and support.
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Affiliation(s)
- Jasantha Odayar
- Division of Epidemiology & Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa
| | - Jody Rusch
- Division of Chemical Pathology, Department of Pathology, University of Cape Town, Cape Town, South Africa
- National Health Laboratory Service, Groote Schuur Hospital, Cape Town, South Africa
| | - Joel A Dave
- Division of Endocrinology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Diederick J Van Der Westhuizen
- Division of Chemical Pathology, Department of Pathology, University of Cape Town, Cape Town, South Africa
- National Health Laboratory Service, Groote Schuur Hospital, Cape Town, South Africa
| | - Elton Mukonda
- Division of Epidemiology & Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa
| | - Maia Lesosky
- Division of Epidemiology & Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa
- Department of Clinical Medicine, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Landon Myer
- Division of Epidemiology & Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa
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Ramani S, Bahuguna M, Spencer J, Pathak S, Shende S, Pantvaidya S, D’Souza V, Jayaraman A. Many hops, many stops: care-seeking "loops" for diabetes and hypertension in three urban informal settlements in the Mumbai Metropolitan Region. Front Public Health 2024; 11:1257226. [PMID: 38264249 PMCID: PMC10803512 DOI: 10.3389/fpubh.2023.1257226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 12/21/2023] [Indexed: 01/25/2024] Open
Abstract
Background The burden of Non-Communicable Diseases (NCDs) in urban informal settlements across Lower and Middle Income Countries is increasing. In recognition, there has been interest in fine-tuning policies on NCDs to meet the unique needs of people living in these settlements. To inform such policy efforts, we studied the care-seeking journeys of people living in urban informal settlements for two NCDs-diabetes and hypertension. The study was done in the Mumbai Metropolitan Region, India. Methods This qualitative study was based on interviews with patients having diabetes and hypertension, supplemented by interactions with the general community, private doctors, and public sector staff. We conducted a total of 47 interviews and 6 Focus Group Discussions. We synthesized data thematically and used the qualitative software NVivo Version 10.3 to aid the process. In this paper, we report on themes that we, as a team, interpreted as striking and policy-relevant features of peoples' journeys. Results People recounted having long and convoluted care-seeking journeys for the two NCDs we studied. There were several delays in diagnosis and treatment initiation. Most people's first point of contact for medical care were local physicians with a non-allopathic degree, who were not always able to diagnose the two NCDs. People reported seeking care from a multitude of healthcare providers (public and private), and repeatedly switched providers. Their stories often comprised multiple points of diagnosis, re-diagnosis, treatment initiation, and treatment adjustments. Advice from neighbors, friends, and family played an essential role in shaping the care-seeking process. Trade-offs between saving costs and obtaining relief from symptoms were made constantly. Conclusion Our paper attempts to bring the voices of people to the forefront of policies on NCDs. People's convoluted journeys with numerous switches between providers indicate the need for trusted "first-contact" points for NCD care. Integrating care across providers-public and private-in urban informal settlements-can go a long way in streamlining the NCD care-seeking process and making care more affordable for people. Educating the community on NCD prevention, screening, and treatment adherence; and establishing local support mechanisms (such as patient groups) may also help optimize people's care-seeking pathways.
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Affiliation(s)
| | | | | | | | | | | | | | - Anuja Jayaraman
- Society for Nutrition, Education and Health Action, Mumbai, India
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Ghammari F, Jalilian H, Khodayari‐zarnaq R, Gholizadeh M. Barriers and facilitators to type 2 diabetes management among slum-dwellers: A systematic review and qualitative meta-synthesis. Health Sci Rep 2023; 6:e1231. [PMID: 37123550 PMCID: PMC10140644 DOI: 10.1002/hsr2.1231] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 03/24/2023] [Accepted: 04/06/2023] [Indexed: 05/02/2023] Open
Abstract
Background and Aims The prevalence of type 2 diabetes (T2D) is on the rise worldwide, especially in developing countries. There is a significant difference between the slum-dwellers and other urban dwellers in terms of T2D incidence rate and access to healthcare services. This review aimed to identify barriers and facilitators to T2D management among slum-dwellers. Methods A systematic review was conducted to identify barriers and facilitators to T2D management from January 1, 2002 to May 30, 2022. We searched MEDLINE via PubMed, Scopus, Web of Sciences, and Google Scholar. The inclusion criteria were: qualitative or mixed-methods research, published in English, focused on slum-dwellers and T2D or its complications, and assessed barriers and facilitators to T2D management among slum-dwellers. Quality appraisal was conducted using the QATSDD critical appraisal tool. A thematic approach was used for data analysis and synthesis. Results A total of 17 articles were included in this review. Three analytical themes were identified: (1) Individual factors consisting of four themes: lifestyle behaviors, informational, psychological, and financial factors; (2) Health system factors consisting of three themes: patient education processes, financial protection, and service delivery; and (3) Contextual factors consisting of three themes: family support, social support, and environmental factors. Conclusion Our review disclosed that the individual, health system, and context influence T2D management among slum-dwellers. Policymakers can use the findings of this review to reduce barriers and augment facilitators to improve healthcare utilization and self-care management among patients with T2D in slums.
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Affiliation(s)
- Fawzieh Ghammari
- Department of Health Policy and Management, School of Management and Medical InformaticsTabriz University of Medical SciencesTabrizIran
| | - Habib Jalilian
- Department of Health Services Management, School of HealthAhvaz Jundishapur University of Medical SciencesAhvazIran
| | - Rahim Khodayari‐zarnaq
- Department of Health Policy and Management, School of Management and Medical InformaticsTabriz University of Medical SciencesTabrizIran
| | - Masumeh Gholizadeh
- Department of Health Policy and Management, School of Management and Medical InformaticsTabriz University of Medical SciencesTabrizIran
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Ghammari F, Khodayari-Zarnaq R, Jalilian H, Gholizadeh M. Barriers to health care utilization among patients with type 2 diabetes living in slums: a qualitative study from providers' perspective. Glob Health Res Policy 2023; 8:13. [PMID: 37081526 PMCID: PMC10120110 DOI: 10.1186/s41256-023-00296-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Accepted: 03/23/2023] [Indexed: 04/22/2023] Open
Abstract
BACKGROUND Due to slum dwellers' deprivation, they are more likely to develop Type 2 Diabetes (T2D) and its complications. Type 2 Diabetes is a long-life disease that requires continuous health care utilization. One of the negative outcomes of slum-dwelling is health care underutilization. Therefore, this study aimed to understand barriers to health care utilization among those with T2D living in Tabriz slums, Iran, from the perspective of healthcare providers, in 2022. METHODS A phenomenological approach was used in this study. Purposive sampling for conducting in-depth interviews was used to select 23 providers consisting of general practitioners, midwives, nutritionists, and public health experts. We conducted a content analysis using the 7 stages recommended by Colaizzi. We used four criteria recommended by Lincoln and Guba for ensuring the research's trustworthiness. RESULTS Three main themes and 8 categories were developed. Three main themes are 1) health care provision system barriers, including four categories: lack of motivation, non-availability of facilities and doctors, poor relationship between patients and providers, and disruption in the process 2) coverage problems, including two categories: insurance inefficiency, and limited access, and 3) contextual barriers, including two categories: environmental problems, and socioeconomic barriers. CONCLUSIONS Recommendations are presented in three levels to improve implementation. The health care system needs to modify the payment methods, Patients-providers relationship improvement, and increase the number of providers. Insurance organizations should consider sufficient coverage of costs for slum-dwellers with T2D and expand the benefits package for them. Government should consider infrastructure upgrading in slums to eliminate barriers related to slum-dwelling. Overall, health care utilization promotion needs intersection cooperation.
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Affiliation(s)
- Fawzieh Ghammari
- Department of Health Policy and Management, School of Management and Medical Informatics, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Rahim Khodayari-Zarnaq
- Department of Health Policy and Management, School of Management and Medical Informatics, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Habib Jalilian
- Department of Health Services Management, School of Health, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Masumeh Gholizadeh
- Department of Health Policy and Management, School of Management and Medical Informatics, Tabriz University of Medical Sciences, Tabriz, Iran.
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Krishnamoorthy Y, Rajaa S, Rehman T, Thulasingam M. Patient and provider's perspective on barriers and facilitators for medication adherence among adult patients with cardiovascular diseases and diabetes mellitus in India: a qualitative evidence synthesis. BMJ Open 2022; 12:e055226. [PMID: 35332041 PMCID: PMC8948385 DOI: 10.1136/bmjopen-2021-055226] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 02/25/2022] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVE To explore the various stakeholders' perspectives on barriers and facilitators for medication adherence among patients with cardiovascular diseases (CVDs) and diabetes mellitus (DM)in India. DESIGN Systematic review of qualitative studies. DATA SOURCES A comprehensive systematic search was conducted in Medline, Cochrane Library, Science Direct and Google Scholar from January 2010 to July 2020. We included all qualitative peer-reviewed studies, reporting barriers and facilitators of medication adherence, from India, for our current review. DATA EXTRACTION AND SYNTHESIS Data extraction was performed by two independent authors who also assessed the quality of included studies using the Critical Appraisal Skills Programme criteria. This qualitative evidence synthesis adhered to the enhancing transparency in reporting the synthesis of qualitative research checklist RESULTS: In total, 18 studies were included. Major barriers reported were lack of understanding about the disease, complications related to non-adherence, followed by forgetfulness, lack of family support and risk communication. Health system-related barriers such as accessibility, affordability and acceptability were also reported by majority of the studies. Creation of peer support groups, digital reminder systems, integration of native Indian systems of India, physiotherapy and geriatric clinics at the primary healthcare level and innovations in patient care were suggested to counter these barriers in medication adherence. CONCLUSION Such patient-specific targeted interventions need to be developed to achieve better control among patients with CVD and DM.PROSPERO registration numberCRD42020199529.
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Affiliation(s)
| | - Sathish Rajaa
- Department of Preventive and Social Medicine, Jawaharlal Institute of Postgraduate Medical Education, Puducherry, India
| | - Tanveer Rehman
- Department of Preventive and Social Medicine, PGIMER, Chandigarh, Chandigarh, India
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