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1.
Indian J Med Res ; 157(5): 387-394, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-37955215

RESUMO

Mental disorders in India form a major public health concern and the efforts to tackle these dates back to four decades, by way of the National Mental Health Programme (NMHP) and its operational arm, the District Mental Health Programme (DMHP). Although the progress of NMHP (and DMHP) was relatively slower till recently, the last 4-5 years have seen rapid strides with several initiatives, including (i) expansion of DMHPs to 90 per cent of the total districts of the country, (ii) the National Mental Health Policy and (iii) strengthening the Mental Health Legislation by way of providing explicit provisions for rights of persons with mental illnesses. Among others, factors responsible for this accelerated growth include the easily accessible digital technology as well as judicial activism. Federal and State cooperation is another notable feature of this expansion. In this review, the authors summarize the available information on the evolution of implementation and research aspects related to India's NMHP over the years and provide a case for the positive turn of events witnessed in the recent years. However, the authors caution that these are still baby steps and much more remains to be done.


Assuntos
Transtornos Mentais , Serviços de Saúde Mental , Humanos , Saúde Mental , Transtornos Mentais/epidemiologia , Transtornos Mentais/terapia , Política de Saúde , Índia/epidemiologia
2.
Arch Psychiatr Nurs ; 42: 55-59, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36842828

RESUMO

BACKGROUND: The COVID-19 pandemic negatively impacted the quality of life of individuals around the world, including health care professionals. There has been little research that examines the role of resilience concerning the impact of COVID-19 on the quality of life of nursing students. This study aimed to determine how resilience influenced the quality of life among nursing students during the COVID-19 pandemic. METHODS: A cross-sectional research design was adopted for this study. A total of two hundred sixty-eight nursing students from three universities, South India responded in the web-based survey. Data was collected using self-reported questionnaires in June 2021. RESULTS: Our findings revealed that the participants' resilience was normal, which had a moderate impact on the quality of life of nursing students during the COVID-19 pandemic. The COVID-19 impact on QoL significantly differed with year of education (F = 3.087; p < 0.02) and university (F = 6.697, p < 0.001). Bivariate analysis revealed significant inverse relationships between the impact of COVID-19 on quality of life with resilience (r = -0.259; p < 0.001) and perceived knowledge on COVID-19(r = -0.168; p < 0.006). CONCLUSION: In our study, we found that resilience had a moderate impact on the quality of life of nursing students during the COVID-19 pandemic. Therefore, it is important to promote students' resilience and improve their quality of life during stressful situations.


Assuntos
COVID-19 , Estudantes de Enfermagem , Humanos , Qualidade de Vida , Fatores de Proteção , Estudos Transversais , Pandemias
3.
Natl Med J India ; 35(1): 32-37, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36039625

RESUMO

Background Integrating psychiatric care into the general practice of primary care doctors (PCDs) is necessary to overcome the shortage of human resources to cater to the burgeoning public mental health needs of India. The traditional psychiatry curriculum is often top-down and specialist-based that contributes little in terms of skill quotient. We designed an innovative, digitally driven, distance education-based, part-time, modular-based Primary Care Psychiatry Programme (PCPP, skill-based). It is being implemented across many states of India to equip PCDs with skills to provide first-line psychiatry treatment. We discuss the rationale and guiding principles behind designing the curriculum of PCPP. Discussion There are nine guiding principles behind designing and implementing PCPP to provide pragmatic, acceptable, feasible modules of higher translational quotient (TQ) that are essential to upskill PCDs. There is a shift in training the location of PCDs in their live brief general consultations utilizing innovative telemedicine-based 'on-consultation training' (OCT) augmented with collaborative video consultations. A monolithic treatment protocol-driven, trans-diagnostic approach is used to design a concise, all-inone, point-of-care manual containing a culturally sensitive, rapid, validated screener and taxonomy, called 'Clinical Schedules for Primary Care Psychiatry'. This incorporates the PCDs' style of clinical practice that helps in picking up the most commonly prevalent adult psychiatric disorders presenting to primary care. Conclusion This PCPP curriculum contains pragmatic modules with higher TQ. This curriculum is dynamic as the learning is bi-directional. This can be used by policy-makers, innovators and academia for integration with national health programmes such as those for non-communicable diseases and reproductive and child health.


Assuntos
Medicina Geral , Psiquiatria , Adulto , Criança , Currículo , Medicina Geral/educação , Humanos , Atenção Primária à Saúde , Psiquiatria/educação , Recursos Humanos
4.
Indian J Public Health ; 66(4): 527-528, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-37039190

RESUMO

Telemedicine is the delivery of health care from a distance. It also includes research and evaluation of such services using health data which are stored in "Electronic Health Record" (EHR) platforms. EHR has proved to be useful in monitoring health care delivery but setting up of such platforms is tedious and resource-consuming in developing countries. With the recent surge of telemedicine utility during the COVID-19 pandemic, telemedicine has emerged to be pivotal in reaching stranded patients needing care without EHR-based practice. The practice of patient health record (PHR)-based teleconsultations in India has demonstrated how a conventional "paper and pen" method can be combined to popularise telemedicine utility. Thus, use of PHR-based system to maintain health records would prove to be a pragmatic solution for physicians in low-resource settings to improve their reach to a larger population in need for the future.


Assuntos
COVID-19 , Telemedicina , Humanos , Pandemias , Países em Desenvolvimento , Índia , Telemedicina/métodos
5.
Natl Med J India ; 34(5): 261-265, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-35593247

RESUMO

Background Continuity of care for psychiatric disorders by conventional in-person consultation by psychiatrists is associated with several challenges. There is a need to develop alternative models of specialist care. We studied our 3 years' experience of live video consultations (VCs) from the tele after-care clinic to patients with psychiatric disorders at an Indian academic hospital. Methods We did a file review of 669 VCs provided to 213 patients in the first 3 years (2017-2019) from the telemedicine centre of a tertiary care academic hospital. We analysed details of sociodemography, clinical profile, tele after-care consultations and outcome. Results Two hundred and thirteen patients (55% men) were enrolled for the tele after-care clinic. The mean (SD) age of the patients was 42.2 (17.29) years and a majority were educated till high school and beyond. Patients with severe and common mental disorders constituted 60.1% and 40%, respectively. Among the total 669 appointments, 542 (81%) VCs were successfully provided; of the remaining, 125 were cancelled and 2 were aborted due to a medical emergency. Medication prescriptions were unchanged in 499 and modified/totally changed in 47 VCs. Conclusion Our large study shows that telepsychiatric after-care is a useful alternative method which can supplement in-person follow-up. Barriers such as distance, cost and medical illness can be overcome using tele after-care clinics for regular follow-ups in stabilized psychiatric patients. There is a need for prospective studies, preferably, randomized controlled trials comparing effectiveness of tele after-care with in-person consultations to assess treatment outcomes.


Assuntos
Transtornos Mentais , Telemedicina , Adulto , Assistência ao Convalescente , Feminino , Hospitais , Humanos , Masculino , Transtornos Mentais/diagnóstico , Transtornos Mentais/epidemiologia , Transtornos Mentais/terapia , Encaminhamento e Consulta , Telemedicina/métodos
6.
Community Ment Health J ; 57(3): 442-445, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33452947

RESUMO

COVID 19 pandemic has posed challenges for public mental healthcare delivery, particularly in LAMI countries such as India. However, this unique situation has also brought in opportunities to revisit the health system and optimally utilize the available resources. In this brief report, we report one such new initiative in which existing community health workers (CHWs), known as ASHAs (Accredited Social Health Activist) acted as a bridge between patients with mental illness and the District Mental Health Program (DMHP) of Ramanagara district of Karnataka State, India. They maintained continuity of care of 76 patients by delivering mental healthcare services to the patients' doorstep. This has paved the way to rethink and revisit their role in public mental healthcare delivery not only during COVID 19 times, but also beyond.


Assuntos
COVID-19 , Serviços de Saúde Comunitária/organização & administração , Agentes Comunitários de Saúde/psicologia , Saúde Mental , Defesa do Paciente , Acreditação , Agentes Comunitários de Saúde/normas , Atenção à Saúde/organização & administração , Feminino , Programas Governamentais/organização & administração , Humanos , Índia , Pandemias , Avaliação de Programas e Projetos de Saúde , SARS-CoV-2
7.
Psychiatr Q ; 92(3): 843-850, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-33215290

RESUMO

Technology driven capacity building initiatives are the way to break the barrier of shortage of mental health human resources in India. This new path, while is a welcome step, comes with its own set of challenges. In one prototypic project that is being implemented in Ramanagara District of Karnataka, a south Indian state, we encountered many such issues. They ranged from issues related to availability of dedicated space to set up the hub-studio, inconsistent internet connectivity (particularly in remote areas) and inadequate digital literacy among the grassroot community health workers who hail from villages. This article summarises these challenges and ends by looking into ways and means of overcoming them.


Assuntos
Fortalecimento Institucional , Saúde Mental , Agentes Comunitários de Saúde , Humanos , Índia , Tecnologia
8.
Psychiatr Q ; 92(1): 389-395, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-32772306

RESUMO

Auxiliary Nurse Midwife (ANMs) and Accredited Social Health Activists (ASHAs) are well suited to cater to the mental health needs of the communities. Integrating primary mental health care into the general healthcare is one of the important objectives of the District Mental Health Program (DMHP) to reduce the treatment gap. As a part of an ICMR funded trial to evaluate the effectiveness of NIMHANS-ECHO blended training program, the ASHAs and ANMs were trained to identify and refer cases from the community. We aim to describe a series of cases identified by those workers from the community, highlighting their importance in our health care system.


Assuntos
Agentes Comunitários de Saúde , Transtornos Mentais/diagnóstico , Transtornos Mentais/terapia , Serviços de Saúde Mental/organização & administração , Saúde Mental , Adulto , Feminino , Humanos , Índia , Masculino , Pessoa de Meia-Idade
9.
Psychiatr Q ; 92(4): 1855-1866, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34510379

RESUMO

Task-shifting is an important means to address the barrier of inadequate specialist human resources for mental health in countries such as India. This paper aims to report the impact of one such task-shifting initiative. Twenty-two non-specialist Medical Officers of Bihar, an eastern Indian state were engaged in a ten-month long hybrid (a 15-days onsite orientation to psychiatry and periodic online mentoring in primary care psychiatry) training program to enable them to identify commonly presenting psychiatric disorders in their respective clinics. 20 online sessions (hub and spoke ECHO model) occurred over the next 10 months. Apart from didactic topics, 75 cases covering severe mental disorders, common mental disorders and substance use disorders were discussed (case presentations by the primary care doctors (PCDs)) and moderated by a specialist psychiatrist and clinical psychologist). 12 successive self-reported monthly reports (comprising of the number and nature of psychiatric cases seen by the trainee PCDs) were analyzed. The mean (SD) number of sessions attended was 9 (8.0) and median was 13 (Range: 0-20). Mean number of cases (per PCD) discussed was 3.4 (3.4) (Median: 4; Range: 0-10). Total 20,909 patients were cared for in the 12 months after initiation of the training program. Increasingly, a greater number of patients were cared for as the training progressed. This pattern was mainly driven by more identifications of severe mental disorders (SMDs), common mental disorders (CMDs), dementias and substance use disorders. Mean (SD) number of patients seen per month before and after training was 1340.33 (86.73) and 1876.44 (236.51) (t = - 3.5, p < 0.05) respectively. A hybrid model of training PCDs is feasible and can be effective in identification of persons with psychiatric disorders in the community. Prospective, well designed studies are essential to demonstrate the effectiveness of this model.


Assuntos
Transtornos Mentais , Saúde Mental , Fortalecimento Institucional , Humanos , Índia , Transtornos Mentais/epidemiologia , Atenção Primária à Saúde , Estudos Prospectivos , Tecnologia
10.
Indian J Med Res ; 152(4): 417-422, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-33380707

RESUMO

BACKGROUND & OBJECTIVES: : Telepsychiatric methods can be used for the purpose of providing clinical care comparable to in-person treatment in various settings including rehabilitation. Previous evidence has shown that clinical outcomes for both are comparable. In view of challenges posed in the implementation of traditional psychiatric care in India, telepsychiatry offers an avenue to provide feasible, affordable and clinically useful psychiatric services. This study was conducted to examine the utility, feasibility and clinical effectiveness of providing collaborative telepsychiatric services with a primary care doctor for inpatients in a rehabilitation centre through a telepsychiatrist of estabilished psychiatry department in a tertiary care centre in south India in a collaborative care model with a primary care doctor. METHODS: : Patients at the rehabilitation centre attached to an urban primary healthcare centre received collaborative care using telepsychiatry for a period from January 2013 to December 2016. A retrospective review of their charts was performed and sociodemographic, clinical and treatment details were collected and analyzed. RESULTS: : The sample population (n=132) consisted of 75 per cent males, with a mean age of 43.8 ± 12.1 yr. Each patient received an average of 7.8 ± 4.9 live video-consultations. Initially, an antipsychotic was prescribed for 84.1 per cent (n=111) of patients. Fifty four patients (40.9%) had a partial response and 26 (19.7%) patients showed a good response. INTERPRETATION & CONCLUSIONS: : The study sample represented the population of homeless persons with mental illness who are often brought to the rehabilitation centre. This study results demonstrated the successful implementation of inpatients collaborative telepsychiatry care model for assessment, follow up, investigation and treatment of patients through teleconsultation.


Assuntos
Telemedicina , Humanos , Índia/epidemiologia , Masculino , Atenção Primária à Saúde , Centros de Reabilitação , Estudos Retrospectivos
12.
Int J Soc Psychiatry ; : 207640241248609, 2024 May 16.
Artigo em Inglês | MEDLINE | ID: mdl-38752433

RESUMO

BACKGROUND: A substantial proportion of persons with psychosis (PWP) remain untreated in the community across the world. Factors that preclude them from accessing psychiatric treatment are poorly studied. In this study, we explored the factors that prevented persons with schizophrenia and their caregivers from accessing psychiatric treatment using an interview schedule specifically developed for this purpose. METHODS: We identified individuals with schizophrenia and related disorders who had never accessed psychiatric treatment. We interviewed 67 such individuals and their family members using a validated tool, the Schedule of Factors Influencing Access to Treatment (SOFIAc) and analysed the data using descriptive statistics. RESULTS: The M (SD) number of factors reported to preclude individuals with psychosis and families from seeking psychiatric treatment was 10 (3.32). No PWP/family reported any single factor as the sole reason for not accessing treatment. Distance to the nearest psychiatric centre (97%), PWP's/family members' knowledge and attitude towards symptoms of psychosis and treatment (92.5%), financial problems (91%), lack of insight and active resistance to efforts towards treatment (86.6%), lack of support from the family (83.6%) and family issues and dynamics (79.1%) were reported to be the commonest factors that precluded them from accessing psychiatric treatment. CONCLUSIONS: The reason for individuals with psychosis and their family members not accessing psychiatric treatment was invariably multifactorial, involving, on average, 10 factors. Programmes that target the reduction of the treatment gap should be cognizant of the multifactorial nature of the challenge of reaching psychiatric treatment for persons with psychoses.

13.
Indian J Psychol Med ; 46(2): 131-138, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38725731

RESUMO

Background: There is increasing evidence of the need for treatment engagement between Persons with Severe Mental Illnesses (PwSMIs) and Mental Health Professionals (MHPs). This therapeutic process involves collaborative work between patients and MHPs, which improves the condition. Community nurses are uniquely positioned to facilitate this process as they act as the focal point of interaction between patients and the health system. Methods: This qualitative study explored the community nurses' experiences in treatment engagement with PwSMI through eight group interviews of 35 community nurses from District Mental Health Programs (DMHPs) across Karnataka (South India) from February 2020 to March 2020. The audio recordings of the interviews were transcribed and coded to arrive at themes and subthemes. Results: The major themes identified were factors influencing treatment engagement, strategies to tackle treatment nonengagement, and challenges in dealing with nonengagement. The reasons for nonengagement were lack of insight and lack of knowledge of sociocultural, logistic, and treatment-related factors. The DMHP teams contacted patients through phone calls, home visits, and liaisons with health workers and intervened with them through education and depot injections. The major challenges were difficulty conducting home visits, distances, the unavailability of medications, and the need for adequate infrastructure and human resources. Conclusion: Community nurses address a few factors of nonengagement, such as insight, sociocultural factors, and treatment-related factors. Addressing the systemic challenges and adequate training of nurses in intervening in the dropped-out PwSMIs would help to reduce the treatment gap.

14.
Int J Soc Psychiatry ; : 207640241255591, 2024 Jun 07.
Artigo em Inglês | MEDLINE | ID: mdl-38849990

RESUMO

BACKGROUND: Non-adherence to medication leading to a break in continuity of care poses significant challenges in severe mental illness (SMI), leading to poor outcomes. In India, proxy consultation, wherein caregivers consult on behalf of patients, is a commonly adopted but insufficiently researched area to address these challenges. AIMS: To explore the extent of proxy consultation in outpatient care of persons with SMI and investigate its sociodemographic and clinical correlates. METHODOLOGY: In a tertiary care psychiatry outpatient setting, we conducted a cross-sectional study involving 374 caregivers of persons with SMI (Schizophrenia, Bipolar and related disorders). Descriptive statistics and univariate logistic regression were performed to examine correlates' relationships with proxy consultation. RESULTS: Proxy consultation prevalence was 43% in the past 1 year. Compared with 18 to 30 years, middle-aged patients aged 31 to 40, 41 to 50 and 51 to 60 years had twofold, threefold and sixfold increased chances of proxy consultation, respectively. Being illiterate had six times higher odds than graduates, three times and two times if they studied till primary and secondary education. Early age of onset was associated with three times higher chances of proxy consultation compared to the onset of illness in adulthood. On the contrary, male gender and upper and middle socioeconomic status decreased the chances of proxy consultation by 40%. Financial difficulties (n = 72, 45%) and patients' unwillingness to visit outpatients (n = 44, 27.5%) were the most commonly cited reasons for proxy consultation. CONCLUSION: Proxy consultations are relatively common, driven by many social, economic, patient-related, pragmatic and practical factors. In formulating community care policies for persons with SMI, the primary imperative should be to conduct additional research, deepening our understanding of proxy consultations. Additionally, it is essential to be mindful of the diverse issues associated with proxy consultations during the formulation process.

15.
J Educ Health Promot ; 12: 216, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37546003

RESUMO

BACKGROUND: As stated in the World Health Organization's Mental Health Report 2022, 13%, or almost a billion people, had a mental health issue, and 82% of these people resided in low- and middle-income countries with limited access to mental health treatments. Successful integration of mental health services into primary healthcare depends on primary healthcare providers receiving the proper training and information required to provide basic mental health care in the community. Primary care nurses generally lack the confidence and skills to handle mental health issues while being in an excellent position to screen, identify, refer, and follow-up on a person with mental illness (PMI). The study aimed to develop and validate the KSIM questionnaire to assess the knowledge of primary care nurses in screening, identifying, referral, and follow-up persons with mental health issues in the community. MATERIALS AND METHODS: The study was conducted based on a sequential exploratory design in two phases: the development and the validation phases. An extensive literature search was done, and the themes derived from the two focus group discussion (FGD) and three direct interviews, and the inputs from the mental health experts were used to design the KSIM questionnaire. A panel of 17 experts validated the KSIM questionnaire through item-level content validity index (I-CVI) and scale-level CVI (S-CVI) for content validation, and the reliability test was done using the intraclass correlation coefficient ICC test-retest method. RESULTS: The draft version-1 of the KSIM questionnaire showed high content validity of individual items (I-CVI range: 0.82-1.00) and high overall content validity (S-CVI = 0.95), and suggestions from the experts were incorporated. The KSIM questionnaire consists of 30 multiple choice questions and 10 case vignettes. The KSIM questionnaire has a very good test-retest reliability using the single measure two-way mixed absolute agreement ICC value 0.97 with 95% CI. CONCLUSIONS: Using an iterative approach, the development and validation of the KSIM questionnaire demonstrated high I-CVI and S-CVI with good ICC test-retest reliability to assess the knowledge of primary care nurses on screening and identification, referral and follow-up of a PMI in the community. Primary care nurses' knowledge on how to screen for and identify people with mental health issues in the primary care setting can be evaluated with the help of the KSIM questionnaire, and providing need-based training may help to reduce the time taken for people with mental illness to receive professional help.

16.
Indian J Community Med ; 48(3): 443-452, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37469911

RESUMO

Introduction: As per the World Health Organization's mental health report for 2022, nearly a billion people have mental health issues, and 82% of them are in low and middle-income countries where mental health services are largely absent. For the successful integration of mental health into primary health care, proper training and education of primary care professionals are mandatory. Primary care nurses are in an excellent position to screen, identify, dual collaboration for treatment planning/referral, and follow-up of persons with mental illness (PMI), but they often lack the confidence and competence to tackle mental health problems. The study aimed to develop and validate the clinical schedule for primary care psychiatric nursing (CSP-N). Materials and Methods: It is conducted in two phases: the development and validation phases. An extensive literature search has been conducted, and the ten themes derived from the two-focused group discussions and three-direct one-to-one interviews and input from mental health experts were used to design the CSP-N. The CSP-N was checked for content validity by a panel of 17 experts using the item-level content validity index (I-CVI) and the scale-level content validity index (S-CVI). Results: The draft version 1 of the CSP-N showed high content validity for individual items (I-CVI range: 0.82 to 1.00) and high overall content validity (S-CVI = 0.95), and suggestions from the experts were incorporated. The CSP-N was developed in four modules. The single-measure two-way mixed absolute agreement ICC value was calculated (for 32 subjects) for the reliability test, and the ICC value was 0.97 with a 95% CI (0.94, 0.99). Conclusions: Using an iterative approach, the development and validation of the CSP-N demonstrated high I-CVI and S-CVI for screening and identification, dual collaboration for the treatment plan, referral, and follow-up of a person with mental illness by the nurses in the community.

17.
J Family Med Prim Care ; 12(9): 2114-2119, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38024873

RESUMO

Background: The National Mental Health Survey reports a huge treatment gap for all mental disorders. There is an acute shortage of mental health professionals in India. Hence, there is a dire need to support task-shift interventions by nurses in providing non-pharmacological interventions for persons suffering from mental health issues. The traditional psychiatric nursing curriculum emphasizes nurses' knowledge and skills rather than their competency in providing mental health care. We designed an innovative, digitally driven, modular-based primary care psychiatry program for nurses (PCPP-N) to incorporate mental health with physical health and emphasize redesigning nursing practice. In this paper, we discuss the rationale and guiding principles behind designing the curriculum of PCPP-N. Discussion: The PCPP-N program is based on nine guiding principles to provide skill-based, pragmatic, and feasible modules of a higher collaborative care quotient (CCQ) and translational quotient (TQ) that are essential for upskilling primary care nurses. In this program, nurses are trained through telemedicine-based 'on-consultation training' augmented with collaborative video consultations. A tele-psychiatrist/tele-psychiatric nurse will demonstrate how to screen, identify, and plan treatment for patients with psychiatric disorders from patients coming for general medical care using the manual Clinical Schedules of Primary care psychiatry Nursing (CSP-N). The CSP-N manual includes a screener, simplified diagnosing guidelines relevant for nurses and primary care settings, nursing management, pharmacological management, and related side effects, counseling, and follow-up guidelines. This program helps the nurses in identifying the most commonly prevalent adult psychiatric disorders presenting to primary care. Conclusion: This PCPN curriculum contains pragmatic modules with higher CCQ and TQ. This curriculum is dynamic as the learning is interactive. Upskilling primary care nurses in integrating mental health with physical health may reduce the mental health burden. Further, the policymakers and administrators plan to integrate mental health along with physical health in national health programs.

18.
Indian J Psychiatry ; 65(12): 1208-1213, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38298875

RESUMO

The National Mental Health Survey of India (NMHS) was a ground-breaking nationwide study that harnessed a uniform, standardized methodology blending quantitative and qualitative approaches. Covering data from 12 states across diverse regions, its mission was to gauge the prevalence of psychiatric disorders, bridge treatment gaps, explore service utilization, and gauge the socioeconomic repercussions of these conditions. This initiative provided pivotal insights into the intricate landscape of mental health in India. One of the analyses planned for NMHS data was to undertake a logistic regression analysis with an aim to unravel how various sociodemographic factors influence the presence or absence of specific psychiatric disorders. Within this pursuit, two substantial challenges loomed. The first pertained to data separation, a complication that could perturb parameter estimation. The second challenge stemmed from the existence of disorders with lower prevalence rates, which resulted in datasets of limited density, potentially undermining the statistical reliability of our analysis. In response to these data-driven hurdles, NMHS recognized the critical necessity for an alternative to conventional logistic regression, one that could adeptly navigate these complexities, ensuring robust and dependable insights from the collected data. Traditional logistic regression, a widely prevalent method for modeling binary outcomes, has its limitations, especially when faced with limited datasets and rare outcomes. Here, the problem of "complete separation" can lead to convergence failure in traditional logistic regression estimations, a conundrum frequently encountered when handling binary variables. Firth's penalized logistic regression emerges as a potent solution to these challenges, effectively mitigating analytical biases rooted in small sample sizes, rare events, and complete separation. This article endeavors to illuminate the superior efficacy of Firth's method in managing small datasets within scientific research and advocates for its more widespread application. We provide a succinct introduction to Firth's method, emphasizing its distinct advantages over alternative analytical approaches and underscoring its application to data from the NMHS 2015-2016, particularly for disorders with lower prevalence.

19.
Indian J Psychiatry ; 65(6): 611-616, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37485418

RESUMO

Background: Telepsychiatric direct video consultations (DVCs) meant for continuity of care began in 2017 and continued during the coronavirus disease 2019 (COVID-19) pandemic. Telemedicine-based consultation gained its long-due importance during the COVID-19 travel restriction, despite its existence for a long. The authors intend to share the utility and growth of the initial six years of live telepsychiatric DVCs from an academic hospital in India and also plan to understand the effects of the COVID-19 pandemic on its growth and report findings from an innovative "benefits of savings" (BOS) analysis from these clinics. Methods: A first six years of medical audit of the files and registers of telepsychiatric DVCs from two kinds of continuity of care clinics during 2017-2022 is performed. An analysis of 4991 (84.8%) live DVCs is successfully conducted for 1570 patients from the 5885 scheduled appointments. Year-on-year (YOY) growth and BOS analysis of successful DVCs from these clinics were performed. Results and Discussion: The growth suggests a gradual increase in DVCs yearly. The BOS analysis suggests its increased acceptability, feasibility at both user and provider ends, and possible cost-effectiveness of these video clinics. YOY analysis suggests a natural growth of these clinics than from the effect of the COVID-19 pandemic, except for an initial surge in 2020 and 2021 and observing stabilization effect by 2022. Conclusion: In the authors' understanding, this is the largest study of providing DVCs from India, irrespective of any medical/surgical specialty. The video/remote clinics could be an alternative model for regular follow-ups in ensuring the continuity of care among patients with psychiatric disorders. These clinics also saved significant travel time, travel distance, and travel costs for the patients that could have occurred for their in-person consultations.

20.
Indian J Psychiatry ; 65(4): 412-418, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37325101

RESUMO

Background: The greatest contributor to the economic impact of common mental disorders (CMDs) is said to be the loss of work productivity. There is a paucity of studies from India that looks at the impact of CMDs on the productivity of work, which costs both patient and society significantly. Aim: To assess and compare work productivity by evaluating both absolute and relative presenteeism and absenteeism, in persons with CMDs. Materials and Methods: This was a cross-sectional observational study on 220 subjects (110, 58, and 52 patients with depressive disorder, anxiety disorders, and somatoform disorders, respectively), recruited through purposive sampling. We evaluated work productivity using the World Health Organization Health and Work Performance Questionnaire. Results: Absolute absenteeism was significantly different before and after treatment for CMDs as a group but not for individual disorders. Relative absenteeism, absolute presenteeism, and relative presenteeism were all significantly different before and after treatment among both CMDs as a group and also among individual disorders. Both presenteeism and absenteeism (absolute as well as relative) did not differ significantly across the diagnostic groups. Work productivity has been linearly associated with illness severity and disability. Conclusion: CMDs are associated with a significant loss of work productivity. Presenteeism is costlier than absenteeism in affecting work productivity. Loss of work productivity appears to be transdiagnostic across all CMDs. Also, the severity of loss of work productivity is associated linearly with the severity of illness and disability.

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