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Baba IA, Sani MA, Rihan FA, Hincal E. Modeling the impact of vaccination efficacy and awareness programs on the dynamics of infectious diseases. JOURNAL OF APPLIED MATHEMATICS AND COMPUTING 2024. [DOI: 10.1007/s12190-024-02297-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Revised: 10/08/2024] [Accepted: 10/23/2024] [Indexed: 01/04/2025]
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Patel J, More S, Sohani P, Bedarkar S, Dinesh KK, Sharma D, Dhir S, Sushil S, Taneja G, Ghosh RS. Sustaining the mobile medical units to bring equity in healthcare: a PLS-SEM approach. Int J Equity Health 2024; 23:175. [PMID: 39218941 PMCID: PMC11367909 DOI: 10.1186/s12939-024-02260-x] [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] [Received: 04/29/2023] [Accepted: 08/26/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Equitable access to healthcare for rural, tribal, and underprivileged people has been an emerging area of interest for researchers, academicians, and policymakers worldwide. Improving equitable access to healthcare requires innovative interventions. This calls for clarifying which operational model of a service innovation needs to be strengthened to achieve transformative change and bring sustainability to public health interventions. The current study aimed to identify the components of an operational model of mobile medical units (MMUs) as an innovative intervention to provide equitable access to healthcare. METHODS The study empirically examined the impact of scalability, affordability, replicability (SAR), and immunization performance on the sustainability of MMUs to develop a framework for primary healthcare in the future. Data were collected via a survey answered by 207 healthcare professionals from six states in India. Partial least squares structural equation modeling (PLS-SEM) was conducted to empirically determine the interrelationships among various constructs. RESULTS The standardized path coefficients revealed that three factors (SAR) significantly influenced immunization performance as independent variables. Comparing the three hypothesized relationships demonstrates that replicability has the most substantial impact, followed by scalability and affordability. Immunization performance was found to have a significant direct effect on sustainability. For evaluating sustainability, MMUs constitute an essential component and an enabler of a sustainable healthcare system and universal health coverage. CONCLUSION This study equips policymakers and public health professionals with the critical components of the MMU operational model leading toward sustainability. The research framework provides reliable grounds for examining the impact of scalability, affordability, and replicability on immunization coverage as the primary public healthcare outcome.
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Affiliation(s)
- Jignesh Patel
- Jivika Healthcare Private Limited, Pune, Maharashtra, India
| | - Sangita More
- Jivika Healthcare Private Limited, Pune, Maharashtra, India
| | - Pravin Sohani
- Jivika Healthcare Private Limited, Pune, Maharashtra, India
| | | | | | - Deepika Sharma
- Department of Management Studies, Indian Institute of Technology Delhi, Delhi, India.
| | - Sanjay Dhir
- Department of Management Studies, Indian Institute of Technology Delhi, Delhi, India
| | - Sushil Sushil
- Department of Management Studies, Indian Institute of Technology Delhi, Delhi, India
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Bassi S, Bahl D, Maity H, Dringus S, Rizvi ZA, Kumar D, Raina A, Arora M. Engagement of Peer Educators from India's National Adolescent Health Programme for the COVID-19 response activities: Qualitative findings from i-Saathiya study. BMJ Open 2024; 14:e084416. [PMID: 39134439 PMCID: PMC11331997 DOI: 10.1136/bmjopen-2024-084416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 07/28/2024] [Indexed: 08/21/2024] Open
Abstract
BACKGROUND The COVID-19 pandemic strained India's healthcare system and health workers unprecedentedly. PURPOSE The extent of the contribution by peer educators (PEs) from India's National Adolescent Health Programme-Rashtriya Kishor Swasthya Karyakram (RKSK) to COVID-19 response activities remains uncertain necessitating an imperative investigation. Within the overarching objective of the 'i-Saathiya' study ('i' signifies implementation science and Saathiya represents PEs in Madhya Pradesh), a key focus was to understand the role of PEs recruited under RKSK during COVID-19 in two Indian states, namely Madhya Pradesh and Maharashtra. The study states differ in sociodemographic characteristics and peer education implementation models. METHODS In-depth interviews (IDIs) were conducted with stakeholders (n=110, Maharashtra: 57; Madhya Pradesh: 53) engaged in the implementation of RKSK's peer education programme at state, district, block and village levels. Focus group discussions (FGDs) (n=16 adolescents, Maharashtra: 8; Madhya Pradesh: 8) were conducted with adolescents, part of the peer group of PEs (n=120 adolescents, Maharashtra: 66; Madhya Pradesh: 54). IDIs and FGDs were audio-recorded, translated, transcribed verbatim and analysed thematically. Adopting inductive and deductive approaches, a data-driven open coding framework was developed for thematic analysis. RESULTS The PE recruited under RKSK took a central role that extended beyond their predefined responsibilities within the RKSK. They provided crucial support to healthcare workers in curbing the spread of COVID-19. Their diverse contributions, including COVID-19 pandemic response support, addressing community and adolescent needs, role in COVID-19 vaccination efforts, navigating access to the health system and facilitating health workers in the implementation of various national health programmes and campaigns during COVID-19. CONCLUSION The findings underscore the potential of PEs in bolstering the health system. Despite their unpreparedness for the context (COVID-19), PEs demonstrated tenacity and adaptability, extending their roles beyond their predefined responsibilities. Recognising PEs through awards and incentives, skill courses and additional grades, can enhance their visibility, sustaining impactful work within RKSK and beyond.
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Affiliation(s)
| | - Deepika Bahl
- Public Health Foundation of India, New Delhi, India
| | - Heeya Maity
- Public Health Foundation of India, New Delhi, India
| | | | - Zoya Ali Rizvi
- Ministry of Health and Family Welfare, Government of India, New Delhi, India
| | - Deepak Kumar
- Ministry of Health and Family Welfare, Government of India, New Delhi, India
| | - Agrima Raina
- Ministry of Health and Family Welfare, Government of India, New Delhi, India
| | - Monika Arora
- Public Health Foundation of India, New Delhi, India
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Thampy P, Sharma S, Joshi P, Raj MS, Rupani A, Tyagi S, Joshi A. COVID-19 Vaccine Hesitancy Among Healthcare Workers: A Phenomenological Study of Skepticism. Cureus 2024; 16:e58445. [PMID: 38765453 PMCID: PMC11099877 DOI: 10.7759/cureus.58445] [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: 04/17/2024] [Indexed: 05/22/2024] Open
Abstract
RATIONALE Despite the prioritizing the healthcare workers (HCWs) for COVID-19 in a systematized manner the phenomenon of vaccine hesitancy was observed in them. HCWs are presumed to be pre-emptive in up-taking the vaccine due to their closest association and having reasonable background information. Hence, we intended to explore and investigate the phenomenology of skepticism and hesitancy toward the COVID-19 vaccine among HCWs. METHOD A sequential explanatory mixed methods study design incorporating a baseline cross-sectional survey followed by qualitative and semiquantitative text-mining approach was adopted in a tertiary care center in Madhya Pradesh, India. Six hundred seventy-nine HCWs for quantitative data and 30 HCWs for qualitative interviews were surveyed. After determining the quantum and baseline traits of hesitant HCWs, 30 participants were purposively selected for in-depth qualitative analysis based on grounded theory using a framework approach and consolidated from the psychological and philosophical plane of skepticism. This was complemented by a semiquantitative text-mining approach using mono/bigram analysis and network plotting. RESULTS Approximately one-fifth of participants (18%,122 out of 679) were initially, and one-tenth of initially hesitant (10 out of 122) were terminally hesitant. Hesitant and non-hesitant participants were similar except for comorbidity status. Five themes emerged namely individual, vaccine-related, social, system, and contextual after thematic consolidation. Words/phrases indicating individualistic desire to knowing more, internal conflicts, and conjecture were mined further. The network plot showed diversified expressions of participants. CONCLUSION There seems to be a requirement to prime HCWs by offering objective information beforehand and removing diffidence using a systematic approach addressing the psychology and prevalent partisan belief in similar circumstances in the future.
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Affiliation(s)
- Parvathy Thampy
- Community and Family Medicine, All India Institute of Medical Sciences, Bhopal, Bhopal, IND
| | - Shweta Sharma
- Community Medicine, Lakshmi Narain Medical College and Research Centre, Bhopal, IND
| | - Pragya Joshi
- Department of Training & Placement, Oriental Institute of Science and Technology, Bhopal, IND
| | - Munna S Raj
- Internal Medicine, KIMSHEALTH, Thiruvananthapuram, IND
| | - Ashlesh Rupani
- Community Medicine, Government Medical College Jalgaon, Jalgaon, IND
| | - Shivank Tyagi
- Rajbhasha Department, All India Institute of Medical Sciences, Bhopal, Bhopal, IND
| | - Ankur Joshi
- Community and Family Medicine, All India Institute of Medical Sciences, Bhopal, Bhopal, IND
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Kumar P, Chakraborty AB, Dhandore S, Dhalaria P, Singh AK, Agarwal D, Singh K, Priyadarshini P, Jain P, Bahl V, Taneja G. Balancing Routine and Pandemic: The Synergy of India's Universal Immunization Program and COVID-19 Vaccination Program. Vaccines (Basel) 2023; 11:1776. [PMID: 38140180 PMCID: PMC10747509 DOI: 10.3390/vaccines11121776] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 11/24/2023] [Accepted: 11/26/2023] [Indexed: 12/24/2023] Open
Abstract
The COVID-19 pandemic posed substantial challenges to healthcare systems globally and severely disrupted essential health services, including routine immunization programs. In India, these disruptions were exacerbated due to the sudden emergence of the pandemic and lockdown measures, leading to mass migrations and a shortage of healthcare workers. Caregivers' concerns about routine immunization sessions further compounded the problem, resulting in a sharp increase in zero-dose children. This review paper examines India's strategies for conducting one of the world's largest COVID-19 vaccination programs while effectively restoring and perpetuating its Universal Immunization Program (UIP). The UIP played a pivotal role in sustaining immunization services during the pandemic, ultimately improving immunization coverage compared to pre-pandemic levels. India's accomplishments in this regard are highlighted through key performance indicators, the reach of immunization services, a reduction in zero-dose children, and antigen-wise coverage. The paper also discusses the successful integration of COVID-19 vaccination within the UIP framework, underscoring the significance of existing infrastructure, technology, and capacity building. India's dedication to concurrently managing routine immunization and COVID-19 vaccination showcases the adaptability and resilience of its healthcare system. India's journey serves as a global example of efficient mass immunization during challenging times, emphasizing the importance of political will, healthcare infrastructure investment, skilled healthcare workforces, and comprehensive vaccination programs. In a world grappling with the dual challenge of COVID-19 and routine immunization, India's experience provides a roadmap for strengthening healthcare systems and promoting public health as the critical agenda in challenging times.
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Affiliation(s)
- Pawan Kumar
- Immunization Division, Ministry of Health & Family Welfare, New Delhi 110011, India
| | | | - Suhas Dhandore
- Immunization Division, Ministry of Health & Family Welfare, New Delhi 110011, India
| | - Pritu Dhalaria
- Immunization Technical Support Unit, Ministry of Health & Family Welfare, New Delhi 110070, India
| | - Ajeet Kumar Singh
- Immunization Technical Support Unit, Ministry of Health & Family Welfare, New Delhi 110070, India
| | - Disha Agarwal
- Immunization Technical Support Unit, Ministry of Health & Family Welfare, New Delhi 110070, India
| | - Kapil Singh
- Immunization Division, Ministry of Health & Family Welfare, New Delhi 110011, India
| | - Pretty Priyadarshini
- Immunization Technical Support Unit, Ministry of Health & Family Welfare, New Delhi 110070, India
| | - Paras Jain
- Immunization Technical Support Unit, Ministry of Health & Family Welfare, New Delhi 110070, India
| | - Vidushi Bahl
- Immunization Technical Support Unit, Ministry of Health & Family Welfare, New Delhi 110070, India
| | - Gunjan Taneja
- Bill & Melinda Gates Foundation, New Delhi 110067, India
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Ikram M, Sayagh Y. The Consequences of COVID-19 Disruption on Sustainable Economy in the Top 30 High-Tech Innovative Countries. GLOBAL JOURNAL OF FLEXIBLE SYSTEMS MANAGEMENT 2023; 24:247-269. [PMID: 37101930 PMCID: PMC10068236 DOI: 10.1007/s40171-023-00338-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 03/06/2023] [Indexed: 04/05/2023]
Abstract
This study aims to investigate the effects of the COVID-19 pandemic on the innovation index, Gross Domestic Product (GDP), high technology exports, and human development (HDI) in the world's leading 30 high-tech innovative countries. Using grey relational analysis models, the association between COVID-19 and other economic development indices was investigated. The model selects the country least affected by the pandemic from the top 30 innovative countries through a conservative (maximin) method based on grey association values. Data was collected from World Bank databases and analyzed to compare pre- and post-COVID-19 periods (2019, 2020). The outcomes of this study provide essential recommendations for industries and decision-makers with suitable action plans to preserve economic systems from further harm caused by the global COVID-19 outbreak. The ultimate goal is to boost the innovation index, GDP, high-tech exports, and HDI of high-tech economies and pave the way for a sustainable economy. To the author's knowledge, this is the first study to develop a multidimensional framework to assess COVID-19's impact on the sustainable economy of top 30 high-tech innovative countries, and to conduct a comparative analysis to identify the strong and weak effects of COVID-19 on sustainable economic growth.
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Affiliation(s)
- Muhammad Ikram
- School of Business Administration, Al Akhawayn University in Ifrane, Avenue Hassan II, P.O. Box 104, 53000 Ifrane, Morocco
| | - Youssef Sayagh
- School of Business Administration, Al Akhawayn University in Ifrane, Avenue Hassan II, P.O. Box 104, 53000 Ifrane, Morocco
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