Knowledge, Attitudes, and Practices Regarding Palliative Care: A Mixed-Methods Study from Bihar, India

Predicting the behavioral intentions of hospice and palliative care providers from real-world data using supervised learning: A cross-sectional survey study

Background

Hospice and palliative care (HPC) aims to improve end-of-life quality and has received much more attention through the lens of an aging population in the midst of the coronavirus disease pandemic. However, several barriers remain in China due to a lack of professional HPC providers with positive behavioral intentions. Therefore, we conducted an original study introducing machine learning to explore individual behavioral intentions and detect factors of enablers of, and barriers to, excavating potential human resources and improving HPC accessibility.

Methods

A cross-sectional study was designed to investigate healthcare providers' behavioral intentions, knowledge, attitudes, and practices in hospice care (KAPHC) with an indigenized KAPHC scale. Binary Logistic Regression and Random Forest Classifier (RFC) were performed to model impacting and predict individual behavioral intentions.

Results

The RFC showed high sensitivity (accuracy = 0.75; F1 score = 0.84; recall = 0.94). Attitude could directly or indirectly improve work enthusiasm and is the most efficient approach to reveal behavioral intentions. Continuous practice could also improve individual confidence and willingness to provide HPC. In addition, scientific knowledge and related skills were the foundation of implementing HPC.

Conclusion

Individual behavioral intention is crucial for improving HPC accessibility, particularly at the initial stage. A well-trained RFC can help estimate individual behavioral intentions to organize a productive team and promote additional policies.

Estimating the Need for Palliative Care in an Urban Resettlement Colony of New Delhi, North India

Objectives:

This study was aimed to estimate the need for palliative care in an urban resettlement colony of Dakshinpuri Extension, New Delhi.

Material and Methods:

This was a community-based cross-sectional study conducted in New Delhi. We trained four multipurpose workers to screen the households during their routine household-to-household visits. The screening for the need for palliative care was done using three questions – that is, (1) presence of a bedridden patient or (2) person in need for help in activities of daily living or (3) not able to go for work due to any physical chronic illness. If the answer to any of the three screening questions was yes for any member in a household, then these households were visited by a community physician trained in palliative care and a medical social service officer to confirm the need for palliative care. Patients were administered a semi-structured questionnaire containing the sociodemographic details and an assessment of disease status and review of health records was done. The patient and his/her caregiver were also assessed for awareness regarding palliative care.

Results:

A total of 2028 households were screened and the need for palliative care was found to be 1.5/1000 population (95% CI: 0.9–2.1). The mean age (SD) of patients who need palliative care was 60 years (SD–12.9). The common diseases which required palliative care were stroke with a focal neurological deficit (45.8%), osteoarthritis with marked dependence (20.8%) and cancer (12.5%). None of the patients was receiving palliative care as patients and their caregivers were not aware of the term palliative care/end of life care/home care for bedridden people/community-based care.

Conclusion:

The need for palliative care in an urban resettlement colony of North India was found to be 1.1/1000 population. Further studies are required to estimate the need for palliative care in North India.

Factors Related to Nurses and Physicians’ Knowledge and Attitudes Towards Palliative Care

Background: Changes in the course of diseases, their treatment, and care provision result in the need for a specific type of care known as palliative care. Medical staff’s knowledge and awareness of palliative care is important in this regard. Objectives: This study aims to examine the caregivers’ knowledge and awareness of palliative care and to determine the related predictors. Methods: In this cross-sectional study, 277 subjects were selected from among the caregivers working in the selected teaching hospitals in Iran through non-randomized sampling method. The subjects were asked to fill the online questionnaire which consisted of 3 sections including demographic data, knowledge, and attitude toward palliative care. Descriptive, inferential statistics, correlation and regression analyses were performed. Results: The mean scores of care providers’ attitude and knowledge were 140.90 ± 11.56 and 19.36 ± 2.73 respectively. There was a significant relationships between some variables such as working place, education level, age, palliative care-related working experience, and the necessity to pass training courses and the mean scores of attitude and knowledge. Conclusions: Since palliative care providers’ level of knowledge and attitude were reported to be moderate, training courses at different levels in the form of clinical courses should be offered with the aim of improving care providers’ skills and scientific abilities. It is essential to include the related topics in the curricula of academic programs.