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Introduction: Theory papers have been the most commonly employed method to assess learning outcomes in medical education. In these papers, both recall abilities and higher‑order cognitive functions need to be assessed giving proper weightage as per relevance. Hence it becomes necessary that valid assessment methods are employed to evaluate the required objectives/competencies. The objective of the study was to develop a method for analyzing postgraduate question papers of various specialties. Methodology: A rubric matrix was created with three broad objective criteria to assess framing and layout of the questions in each paper, analysis of different sets for same examination, and finally an overall assessment of all the papers for each subject. Results: A total of 28 specialty papers were available. A total number of papers analysed = 340. The overall mean score out of total 60 marks was 38.64 ± 4.5. It was seen that the majority (60%) of the departments have been graded as fair on analysis of the theory papers. None of the departments were graded as very good, while 7% of them were graded as good. Although a very minuscule percentage of the papers had grammatical errors and duplication of questions in the sets, only 57% of the departments had done a proper moderation and 21% had used higher domains of learning for assessment. Conclusion: Analysis of postgraduate question papers showed that the questions asked for postgraduates are more recall‑based instead of higher taxonomy of cognitive domain. [ABSTRACT FROM AUTHOR]

The World Health Organization (WHO) recommends the requirement of human resource for health (HRH) stands at 44.5 skilled health workers per 10,000 population. WHO recognizes India as one of the countries which has HRH crisis. Karnataka, a southern state in India, has the highest number of medical colleges yet faces the shortage of specialists in the public hospitals. We conducted desk review to understand the HRH crisis, particularly the medical specialists in India. Simultaneously, we conducted secondary research to explore the initiatives taken by the Government of Karnataka (GoK) to mitigate the shortage of medical specialists in the rural areas. GoK scaled up the National Board of Examination in Medical Sciences (NBEMS) postgraduate and super-speciality courses such as Diplomate of National Board (DNB), Diploma, and Doctorate of National Board (DrNB) in district hospitals (minimum 250--500 bedded) and taluk hospitals (minimum 100 bedded) by utilizing the existing resources. Karnataka is the first state in India to expand the NBEMS (DNB and Diploma) courses in taluk hospitals and to begin DrNB courses in district hospitals. The paper documents the process of implementation of the NBEMS courses at district and taluk hospitals of Karnataka, which has supported in strengthening these hospitals in the state. [ABSTRACT FROM AUTHOR]