Department of Biochemistry, Christian Medical College, Vellore, India
© 2019, Korea Health Personnel Licensing Examination Institute
This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Authors’ contributions
Conceptualization: RA, PSS. Data curation: RA, PSS. Formal analysis: RA, PSS. Funding acquisition: PSS. Methodology: RA, PSS. Project administration: PSS. Visualization: RA. Writing–original draft: RA, PSS. Writing–review & editing: RA, PSS.
Conflict of interest
No potential conflict of interest relevant to this article was reported.
Funding
The study was funded by an intramural grant from Christian Medical College, Vellore (Fluid Research Grant; Ref: IRB Min No. 9630 [OBSERVE] dated September 23, 2015).
Values are presented as number (%). Item 5-(1): Are you planning to do a postgraduate degree after MBBS? Item 5-(2): If your response was “yes,” where would you like to do your postgraduate degree after MBBS? Item 6-(1): Where would you prefer to work after completion of your postgraduate degree? Item 6-(2): Specific work setting. Item 7: Which of the following statements best describe your current state of mind, regarding (1) the awareness on the various career specialties available? and (2) the certainty of the course you want to pursue?
MBBS, Bachelor of Medicine and Bachelor of Surgery; df, degrees of freedom.
We analyzed the motivational items through exploratory factor analysis, followed by extraction by principal component analysis with varimax rotation and Kaiser normalization. We fixed the threshold for factor loading at 0.45. After examination of the scree plot, we selected the factors with eigenvalues >1. A Kaiser-Mayer-Olkin test statistic of 0.8 was obtained, indicating that sampling was adequate.
Dependent variable | Gender (ref: female) | Geographical background (ref: rural) | Relative in the health professions (ref: no relative) | Current stage in MBBS (ref: I MBBS) | Regression model parameters | ||
---|---|---|---|---|---|---|---|
R2 | F statistic | P-value | |||||
Personal growth | 0.06 (-0.15 to 0.28) | 0.33 (0.02 to 0.64)* | 0.21 (-0.003 to 0.04)**** | 0.15 (0.07 to 0.23)*** | 0.067 | 6.12 | <0.0001 |
Professional growth | 0.33 (0.11 to 0.55)* | 0.18 (-0.13 to 0.49) | -0.25 (-0.47 to -0.03)* | -0.08 (-0.16 to -0.002)* | 0.052 | 4.67 | 0.001 |
Personal satisfaction | -0.2 (-0.42 to 0.02) | -0.19 (-0.5 to 0.12) | -0.13 (-0.35 to 0.09) | 0.11 (0.03 to 0.19)** | 0.038 | 3.340 | 0.011 |
Values are presented as regression coefficient (95% confidence interval). We constructed multivariate linear regression models to study the predictors for motivational factors using standardized z-scores calculated for each factor. For all regression models, female gender, rural background, and not having a relative in the health professions were the reference categories, and the ‘enter’ model was used. Unstandardized regression coefficients are shown.
Ref, reference; MBBS, Bachelor of Medicine and Bachelor of Surgery.
* P<0.05,
** P<0.01,
*** P<0.001,
**** P<0.06.
Values are presented as number (%). Each participant indicated 3 choices as most likely. The cumulative frequencies are shown in the table. Question: item 8-(1): The broad medical specialty degrees (MD, MS, DNB) that a doctor can choose after MBBS are listed. Indicate 3 specialties you would most likely choose.
MBBS, Bachelor of Medicine and Bachelor of Surgery; MD, Doctor of Medicine; MS, Master of Surgery; DNB, Diplomate in National Board.
Values are presented as number (%). Each participant indicated three choices as least likely. The cumulative frequencies are shown in the table. Question: item 8-(2): The broad medical specialty degrees (MD, MS, DNB) that a doctor can choose after MBBS are listed below. Indicate three specialties you would least likely choose
MBBS, Bachelor of Medicine and Bachelor of Surgery; MD, Doctor of Medicine; MS, Master of Surgery; DNB, Diplomate in National Board.
Specialty | Logistic regression models for most likely choice (vs. least likely choice) | ||||||
---|---|---|---|---|---|---|---|
Gender | Geographical background | Relative in the health professions | Current stage in MBBS | Personal growth | Professional growth | Personal satisfaction | |
Anatomy | 0.63 (0.11–3.53) | 0.68 (0.07–6.97) | 0.713 (0.15–3.37) | 0.86 (0.47–1.6) | 1.27 (0.56–2.85) | 0.74 (0.33–1.66) | 0.57 (0.57–2.73) |
Anesthesia | 1.72 (0.43–6.92) | 0.19* (0.05–0.8) | 1.35 (0.25–7.27) | 1.38 (0.84–2.28) | 1.65 (0.84–3.23) | 0.5 (0.22–1.14) | 0.38* (0.17–0.88) |
Biochemistry | 12.34 (0.6–275.5) | NE | 0.826 (0.05–14.14) | 0.206 (0.03–1.36) | 1.04 (0.36–3.02) | 0.93 (0.13–6.69) | 2.95 (0.59–14.54) |
Community medicine | 1.99 (0.61–6.5) | 2.37 (0.37–15.34) | 2.52 (0.75–8.42) | 0.62 (0.34–1.11) | 0.62 (0.33–1.19) | 0.39** (0.19–0.69) | 2.66* (1.26–5.65) |
Dermatology | 0.17* (0.03–0.92) | 0.20 (0.02–2.07) | 1.06 (0.25–4.56) | 1.06 (0.6–1.87) | 2.23* (1.15–4.59) | 0.79 (0.4–1.54) | 0.56 (0.3–1.07) |
Emergency medicine | 0.38 (0.5–2.65) | NE | 1.3 (0.18–9.57) | 1.15 (0.62–2.1) | 0.54 (0.22–1.3) | 4.54* (1.13–18.32) | 0.65 (0.23–1.84) |
Family medicine | 0.09 (0.08–1.24) | 0.27 (0.14–5.3) | 1.7 (0.12–26.41) | 1.37 (0.49–3.79) | 0.42 (0.12–1.45) | 0.24* (0.06–0.87) | 1.88 (0.57–6.19) |
Forensic medicine | 1.59 (0.3–8.5) | 2.11 (0.09–45.8) | 0.142* (0.02–0.9) | 0.24** (0.10–0.56) | 0.89 (0.36–2.2) | 0.8 (0.34–1.88) | 1.9 (0.64–5.62) |
General medicine | 2.5 (0.6–10.49) | 1.67 (0.27–10.5) | 3.68* (1.12–12.03) | 0.79 (0.46–1.33) | 0.54**** (0.29–1.01) | 2.01* (1.11–3.63) | 0.98 (0.54–1.77) |
General surgery | 5.08* (1.3–19.77) | 1.69 (0.42–6.81) | 1.48 (0.53–4.14) | 0.69 (0.46–1.03) | 0.33*** (0.18–0.62) | 1.54 (0.92–2.56) | 1.24 (0.75–2.05) |
Geriatric medicine | NE | NE | NE | NE | NE | NE | NE |
Microbiology | NE | NE | NE | 0.85 (0.26–2.84) | 2.86 (0.5–16.27) | 1.51 (0.16–14.67) | 0.48 (0.13–1.86) |
Nuclear medicine | 0.97 (0.10–9.4) | 1.38 (0.15–12.88) | 1.56 (0.22–10.87) | 0.91 (0.33–2.54) | 1.09 (0.35–3.45) | 7.48* (1.08–51.41) | 0.41 (0.12–1.35) |
Obstetrics and gynecology | 0.12*** (0.04–0.36) | 0.49 (0.14–1.64) | 0.78 (0.36–1.72) | 0.75 (0.55–1.02) | 0.87 (0.59–1.26) | 0.79 (0.53–1.17) | 1.8** (1.17–2.79) |
Ophthalmology | 0.68 (0.14–3.3) | 1.99 (0.27–14.45) | 2.36 (0.62–8.97) | 1.03 (0.68–1.66) | 1.44 (0.71–2.9) | 0.99 (0.48–2.03) | 0.7 (0.29–1.69) |
Orthopedics | 21.09*** (5.38–82.72) | 0.992 (0.19–4.97) | 0.54 (0.17–1.72) | 0.86 (0.56–1.33) | 0.67 (0.36–1.25) | 1.46 (0.81–2.65) | 1.21 (0.69–2.12) |
Otorhinolaryngology | 2.16 (0.34–13.77) | 0.042* (0.002–0.71) | 2.39 (0.41–13.81) | 1.4 (0.73–2.68) | 2.94* (1.05–8.22) | 1.02 (0.47–2.18) | 0.74 (0.32–1.69) |
Pathology | 2.78 (0.36–21.23) | 1.94 (0.15–24.71) | 0.09 (0.007–1.18) | 3.14* (1.23–8.01) | 4.01* (1.23–13.08) | 0.55 (0.16–1.99) | 0.16* (0.03–0.82) |
Pediatrics | 0.24** (0.08–0.68) | 0.71 (0.23–2.22) | 0.79 (0.17–3.77) | 0.69 (0.45–1.05) | 1.43 (0.79–2.59) | 0.85 (0.51–1.42) | 2.1* (1.18–3.74) |
Pharmacology | 3.94 (0.32–48.9) | NE | 0.18 (0.009–3.72) | 0.35**** (0.12–1.01) | 6.46* (1.38–38.21) | 0.63 (0.15–2.66) | 1.0 (0.24–4.29) |
Physical medicine and rehabilitation | 0.04 (0–2.86) | 0.21 (0.004–10.57) | 4.54 (0.41–50.9) | 0.56 (0.19–1.69) | 1.74 (0.44–6.84) | 0.21* (0.06–0.79) | 6.22 (0.86–45.01) |
Physiology | 13.11 (0.7–258.2) | NE | 0.81 (0.04–16.92) | 2.87 (0.94–8.82) | 0.86 (0.2–3.66) | 0.45 (0.12–1.65) | 0.27 (0.07–1.14) |
Psychiatry | 0.77 (0.27–2.16) | 2.66 (0.57–12.36) | 0.61 (0.19–1.9) | 0.65* (0.43–0.98) | 1.21 (0.72–2.06) | 0.68 (0.41–1.13) | 0.45** (0.26–0.78) |
Radiodiagnosis | 1.32 (0.14–12.1) | 3.05 (0.14–65.94) | 2.37 (0.29–19.6) | 4.89** (1.6–15.34) | 2.38 (0.82–6.95) | 5.3* (1.39–20.23) | 0.69 (0.17–2.72) |
Radiotherapy | 0.31 (0.06–1.68) | 1.37 (0.21–9.19) | 2.99 (0.52–17.27) | 0.84 (0.49–1.44) | 0.96 (0.37–2.48) | 1.92 (0.75–4.94) | 0.8 (0.41–1.59) |
Respiratory medicine | NE | NE | NE | NE | NE | NE | NE |
Transfusion medicine | NE | NE | NE | NE | NE | NE | NE |
Values are presented as odds ratio (95% confidence interval). We constructed multivariate logistic regression models to study the predictors of specialty, with preference as a dichotomous outcome (participants who indicated the specialty in their most likely choices vs. participants who indicated the specialty in the least likely choices). For all regression models, female gender, rural background, and not having a relative in the health professions were the reference categories, and the ‘enter’ model was used. For each motivational factor, standardized z-scores were calculated and used in the regression analysis.
MBBS, Bachelor of Medicine and Bachelor of Surgery; NE, not estimated.
* P<0.05,
** P<0.01,
*** P<0.001,
**** P<0.06.
Item 9. | Mean rating±standard deviation | P-values of the comparisons | ||
---|---|---|---|---|
Gender (women vs. men) | Geographical background (rural vs. urban) | Relatives in the health professions (yes vs. no) | ||
Financial prospects | 3.03±0.93 | 0.027a) | 0.389 | 0.341 |
Perceived status of the field in society | 3.22±1.17 | 0.457 | 1.000 | 0.677 |
Opportunities for higher studies or further specialization | 3.78±1.13 | 0.083 | 0.388 | 0.851 |
Professionally challenging field | 3.84±1.09 | 0.085 | 0.312 | 0.439 |
Less stressful working conditions | 3.05±1.21 | 0.503 | 0.561 | 0.066 |
Flexible working hours | 3.21±1.17 | 0.749 | 0.718 | 0.035a) |
Opportunity to settle down in urban areas | 2.71±1.13 | 0.025a) | 0.301 | 0.789 |
Influence from past experiences | 3.78±0.99 | 0.127 | 0.782 | 0.897 |
Opportunity to do research | 2.38±1.32 | 0.079 | 0.149 | 0.415 |
Interest in the specialty | 4.78±0.58 | 0.650 | 0.744 | 0.820 |
Family responsibilities | 3.75±1.12 | 0.491 | 0.597 | 0.581 |
Preference to work in rural areas | 3.48±1.15 | 0.617 | 0.444 | 0.394 |
Opportunity to be involved in patient care | 4.41±0.79 | 0.615 | 0.903 | 0.103 |
Opportunity to teach | 3.24±1.20 | 0.147 | 0.514 | 0.503 |
Less duration of work hours | 2.71±1.01 | 0.821 | 0.422 | 0.008a) |
Influence by role models | 3.76±1.17 | 0.097 | 0.700 | 0.615 |
Sufficient time for hobbies and personal interests | 3.30±1.21 | 0.853 | 0.536 | 0.100 |
Family members in the same specialty | 1.63±0.89 | 0.780 | 0.393 | 0.036a) |
Comfortable lifestyle | 2.89±1.03 | 0.742 | 0.236 | 0.005a) |
Sense of calling | 4.11±0.92 | 0.509 | 0.003a) | 0.866 |
Characteristic | Total | I MBBS | II MBBS | III MBBS | IV MBBS | Interns | χ2 | df | P-value |
---|---|---|---|---|---|---|---|---|---|
Gender | 2.211 | 4 | 0.697 | ||||||
Men | 138 (37.9) | 42 (42.0) | 29 (36.7) | 25 (35.2) | 31 (40.3) | 11 (29.7) | |||
Women | 226 (62.1) | 58 (58.0) | 50 (63.3) | 46 (64.8) | 46 (59.7) | 26 (70.3) | |||
Geographical background | 4.366 | 4 | 0.359 | ||||||
Rural | 50 (13.7) | 18 (18.2) | 7 (9.0) | 12 (17.0) | 8 (9.9) | 4 (11.1) | |||
Urban | 316 (86.3) | 81 (81.8) | 71 (91.0) | 59 (83.0) | 73 (90.1) | 32 (88.9) | |||
Relatives in the health professions | 6.153 | 4 | 0.188 | ||||||
No | 134 (36.5) | 32 (32.0) | 37 (46.8) | 30 (38.0) | 25 (30.9) | 13 (35.1) | |||
Yes | 233 (63.5) | 68 (68.0) | 42 (53.2) | 49 (62.0) | 56 (69.1) | 24 (64.9) |
Variable | Total | I MBBS | II MBBS | III MBBS | IV MBBS | Interns | χ2 | df | P-value |
---|---|---|---|---|---|---|---|---|---|
Item 5-(1) | 13.4 | 8 | 0.099 | ||||||
Yes | 356 (96.7) | 95 (95.0) | 76 (96.2) | 68 (95.8) | 81 (100.0) | 36 (97.3) | |||
No | 2 (0.5) | - | - | 2 (2.8) | - | - | |||
Not sure | 10 (2.7) | 5 (5.0) | 3 (3.8) | 1 (1.4) | - | 1 (2.7) | |||
Item 5-(2) | 17.3 | 8 | 0.027 | ||||||
India | 213 (60.2) | 41 (43.2) | 49 (65.3) | 45 (66.2) | 53 (66.2) | 25 (69.4) | |||
Abroad | 57 (16.1) | 24 (25.3) | 10 (13.3) | 7 (10.3) | 11 (13.8) | 5 (13.9) | |||
Not sure | 84 (23.7) | 30 (31.5) | 16 (21.3) | 16 (23.5) | 16 (20.0) | 6 (16.7) | |||
Item 6-(1) | 14.3 | 8 | 0.075 | ||||||
Urban areas | 118 (36.0) | 25 (28.7) | 24 (33.8) | 24 (37.5) | 34 (45.3) | 11 (35.5) | |||
Rural areas | 82 (25.0) | 19 (21.8) | 16 (22.5) | 22 (34.4) | 14 (18.7) | 11 (35.5) | |||
Not sure | 128 (39.0) | 43 (49.4) | 31 (43.7) | 18 (28.1) | 27 (36.0) | 9 (29.0) | |||
Item 6-(2) | 9.8 | 12 | 0.639 | ||||||
Mission hospital | 115 (40.1) | 25 (34.2) | 24 (36.4) | 26 (43.3) | 25 (39.1) | 15 (62.5) | |||
Tertiary hospital | 126 (43.9) | 34 (46.6) | 32 (48.5) | 25 (41.7) | 29 (45.3) | 6 (25.0) | |||
Own or private hospital | 33 (11.5) | 9 (12.3) | 6 (9.1) | 7 (11.7) | 8 (12.5) | 3 (12.5) | |||
Others | 13 (4.5) | 5 (6.9) | 4 (6.0) | 3 (3.3) | 2 (3.1) | - | |||
Item 7 | 52.3 | 12 | <0.0001 | ||||||
Not aware, not certain | 138 (37.7) | 51 (51.5) | 40 (51.3) | 15 (21.1) | 25 (30.9) | 7 (18.9) | |||
Not aware, certain | 82 (22.4) | 30 (30.3) | 16 (20.5) | 12 (16.9) | 16 (19.8) | 8 (21.6) | |||
Aware, not certain | 115 (31.4) | 16 (16.2) | 18 (23.1) | 33 (46.5) | 32 (39.5) | 16 (43.2) | |||
Aware, certain | 31 (8.5) | 2 (2.0) | 4 (5.1) | 11 (15.5) | 8 (9.8) | 6 (16.2) |
Factors: items | Factor loadings | Eigenvalue | % Variance explained | Cronbach α | ||
---|---|---|---|---|---|---|
1 | 2 | 3 | ||||
Personal growth | 3.97 | 22.08 | 0.840 | |||
Flexible working hours | 0.839 | |||||
Less stressful working conditions | 0.838 | |||||
Less duration of work hours | 0.767 | |||||
Comfortable lifestyle | 0.739 | |||||
Sufficient time for hobbies and personal interests | 0.720 | |||||
Family responsibilities | 0.519 | |||||
Professional growth | 2.62 | 14.6 | 0.694 | |||
Opportunities for higher studies or further specialization | 0.805 | |||||
Opportunity to do research | 0.645 | |||||
Perceived status of the field | 0.584 | |||||
Opportunity to settle down in urban areas | 0.547 | |||||
Professionally challenging | 0.528 | |||||
Financial prospects | 0.487 | |||||
Personal satisfaction | 2.47 | 13.7 | 0.668 | |||
Opportunity to be involved in patient care | 0.675 | |||||
Preference to work in rural areas | 0.649 | |||||
Opportunity to teach | 0.600 | |||||
Influences from past experiences | 0.579 | |||||
Influenced by role models | 0.569 | |||||
Sense of calling | 0.554 | |||||
Items excluded from factor analysis | ||||||
Interest in a specialty | ||||||
Family member in the same specialty |
Dependent variable | Gender (ref: female) | Geographical background (ref: rural) | Relative in the health professions (ref: no relative) | Current stage in MBBS (ref: I MBBS) | Regression model parameters | ||
---|---|---|---|---|---|---|---|
R2 | F statistic | P-value | |||||
Personal growth | 0.06 (-0.15 to 0.28) | 0.33 (0.02 to 0.64) |
0.21 (-0.003 to 0.04) |
0.15 (0.07 to 0.23) |
0.067 | 6.12 | <0.0001 |
Professional growth | 0.33 (0.11 to 0.55) |
0.18 (-0.13 to 0.49) | -0.25 (-0.47 to -0.03) |
-0.08 (-0.16 to -0.002) |
0.052 | 4.67 | 0.001 |
Personal satisfaction | -0.2 (-0.42 to 0.02) | -0.19 (-0.5 to 0.12) | -0.13 (-0.35 to 0.09) | 0.11 (0.03 to 0.19) |
0.038 | 3.340 | 0.011 |
Specialty | Total | I MBBS | II MBBS | III MBBS | IV MBBS | Interns |
---|---|---|---|---|---|---|
Anatomy | 9 (0.8) | 2 (0.7) | 1 (0.4) | 4 (1.9) | 1 (0.4) | 1 (0.9) |
Anesthesia | 26 (2.4) | 9 (3.2) | 4 (1.7) | 1 (0.5) | 12 (5.0) | - |
Biochemistry | 4 (0.4) | 3 (1.1) | 1 (0.4) | - | - | - |
Community medicine | 28 (2.6) | 7 (2.5) | 8 (3.4) | 4 (1.9) | 4 (1.7) | 5 (4.5) |
Dermatology | 20 (1.9) | 5 (1.8) | 3 (1.3) | 4 (1.9) | 7 (2.9) | 1 (0.9) |
Emergency medicine | 49 (4.5) | 11 (3.9) | 12 (5.1) | 8 (3.9) | 14 (5.8) | 4 (3.6) |
Family medicine | 26 (2.4) | 2 (0.7) | 3 (1.3) | 7 (3.4) | 9 (3.8) | 5 (4.5) |
Forensic medicine | 18 (1.7) | 13 (4.6) | 3 (1.3) | 1 (0.5) | - | 1 (0.9) |
General medicine | 200 (18.5) | 33 (11.6) | 64 (27.1) | 31 (15.0) | 50 (20.8) | 22 (19.8) |
General surgery | 203 (18.8) | 58 (20.4) | 48 (20.3) | 43 (20.8) | 39 (16.2) | 15 (13.5) |
Geriatric medicine | 8 (0.7) | - | 3 (1.3) | 1 (0.5) | 2 (0.8) | 2 (1.8) |
Microbiology | 4 (0.4) | 2 (0.7) | - | 1 (0.5) | - | 1 (0.9) |
Nuclear medicine | 12 (1.1) | 7 (2.5) | 3 (1.3) | 1 (0.5) | - | 1 (0.9) |
Obstetrics and gynecology | 61 (5.7) | 20 (7.0) | 11 (4.7) | 10 (4.8) | 14 (5.8) | 6 (5.4) |
Ophthalmology | 2.4 (26) | 9 (3.2) | 6 (2.5) | 5 (2.4) | 5 (2.1) | 3 (2.7) |
Orthopedics | 52 (4.8) | 13 (4.6) | 24 (10.2) | 14 (6.8) | 13 (5.4) | 6 (5.4) |
Otorhinolaryngology | 27 (2.5) | 10 (3.5) | 2 (0.8) | 2 (1.0) | 10 (4.2) | 3 (2.7) |
Pathology | 12 (1.1) | 2 (0.7) | - | 4 (1.9) | 1 (0.4) | 5 (4.5) |
Pediatrics | 129 (12.0) | 38 (13.3) | 24 (10.2) | 39 (18.8) | 15 (6.2) | 13 (11.7) |
Pharmacology | 6 (0.6) | 3 (1.1) | 1 (0.4) | - | 2 (0.8) | - |
Physical medicine and rehabilitation | 13 (1.2) | 5 (1.8) | 4 (1.7) | 2 (1.0) | 1 (0.4) | 1 (0.9) |
Physiology | 9 (0.8) | 2 (0.7) | 2 (0.8) | 2 (1.0) | 2 (0.8) | 2 (1.8) |
Psychiatry | 42 (3.9) | 16 (5.6) | 9 (3.8) | 9 (4.3) | 7 (2.9) | 1 (0.9) |
Radiodiagnosis | 40 (3.7) | 1 (0.4) | 4 (1.7) | 9 (4.3) | 17 (7.1) | 9 (8.1) |
Radiotherapy | 19 (1.8) | 9 (3.2) | 3 (1.3) | 2 (1.0) | 5 (2.1) | - |
Respiratory medicine | 10 (0.9) | 1 (0.4) | 4 (1.7) | 1 (0.5) | 4 (1.7) | - |
Transfusion medicine | 3 (0.3) | - | - | 2 (1.0) | 1 (0.4) | - |
Not sure | 7 (0.6) | 1 (0.4) | 1 (0.4) | 1 (0.5) | 2 (0.8) | 2 (1.8) |
Total | 1063 | 285 | 236 | 207 | 240 | 109 |
Specialty | Total | I MBBS | II MBBS | III MBBS | IV MBBS | Interns |
---|---|---|---|---|---|---|
Anatomy | 96 (8.9) | 29 (10.2) | 21 (8.9) | 18 (8.7) | 16 (6.7) | 12 (10.8) |
Anesthesia | 28 (2.6) | 13 (4.6) | 3 (1.3) | 6 (2.9) | 2 (0.8) | 4 (3.6) |
Biochemistry | 65 (6.0) | 24 (8.4) | 10 (4.2) | 15 (7.2) | 9 (3.8) | 7 (6.3) |
Community medicine | 81 (7.5) | 5 (1.9) | 25 (10.6) | 15 (11.1) | 22 (9.2) | 6 (5.4) |
Dermatology | 48 (4.4) | 15 (5.3) | 4 (1.7) | 17 (8.2) | 8 (3.3) | 4 (3.6) |
Emergency medicine | 8 (0.7) | 2 (0.7) | 2 (0.8) | - | 2 (0.8) | 2 (1.8) |
Family medicine | 19 (1.8) | 4 (1.4) | 7 (3.0) | 3 (1.4) | 3 (1.2) | 2 (1.8) |
Forensic medicine | 55 (5.1) | 4 (1.4) | 11 (4.7) | 16 (7.7) | 15 (6.2) | 9 (8.1) |
General medicine | 16 (1.5) | 1 (0.4) | 2 (0.8) | 3 (1.4) | 5 (2.1) | 5 (4.5) |
General surgery | 24 (2.2) | 3 (1.1) | 14 (1.7) | 3 (1.4) | 8 (3.3) | 6 (5.4) |
Geriatric medicine | 17 (1.6) | 3 (1.1) | 5 (2.1) | 4 (1.9) | 3 (1.2) | 2 (1.8) |
Microbiology | 53 (4.9) | 9 (3.2) | 21 (8.9) | 4 (1.9) | 15 (6.2) | 4 (3.6) |
Nuclear medicine | 24 (2.2) | 11 (3.9) | 3 (1.3) | 3 (1.4) | 5 (2.1) | 2 (1.8) |
Obstetrics and gynecology | 85 (7.9) | 20 (7.0) | 15 (6.4) | 14 (6.8) | 24 (10.0) | 12 (10.8) |
Ophthalmology | 24 (2.2) | 6 (2.1) | 7 (3.0) | 4 (1.9) | 4 (1.7) | 3 (2.7) |
Orthopedics | 37 (3.4) | 7 (2.5) | 3 (1.3) | 9 (4.3) | 13 (5.4) | 5 (4.5) |
Otorhinolaryngology | 18 (1.7) | 2 (2.8) | 1 (0.4) | 2 (1.0) | 5 (2.1) | 2 (1.8) |
Pathology | 44 (4.1) | 12 (4.2) | 17 (7.2) | 6 (2.9) | 9 (3.8) | - |
Pediatrics | 21 (1.9) | 5 (1.8) | 2 (0.8) | 4 (1.9) | 8 (3.3) | 2 (1.8) |
Pharmacology | 70 (6.5) | 15 (5.3) | 18 (7.6) | 15 (7.2) | 20 (8.3) | 2 (1.8) |
Physical medicine and rehabilitation | 29 (2.7) | 10 (3.5) | 7 (3.0) | 6 (2.9) | 4 (1.7) | 2 (1.8) |
Physiology | 23 (2.1) | 9 (3.2) | 6 (2.6) | 7 (3.4) | - | 1 (0.9) |
Psychiatry | 46 (4.3) | 11 (3.9) | 8 (3.4) | 12 (5.8) | 11 (4.6) | 4 (3.6) |
Radiodiagnosis | 15 (1.4) | 3 (1.1) | 7 (3.0) | 3 (1.4) | 2 (0.8) | - |
Radiotherapy | 21 (1.9) | 9 (3.2) | 5 (2.1) | - | - | 7 (6.3) |
Respiratory medicine | 5 (0.5) | 4 (1.4) | - | 1 (0.5) | - | - |
Transfusion medicine | 15 (1.4) | 8 (2.8) | 4 (1.7) | 3 (1.4) | - | - |
Not sure | - | - | - | - | - | - |
Total | 987 | 250 | 218 | 201 | 213 | 105 |
Specialty | Logistic regression models for most likely choice (vs. least likely choice) | ||||||
---|---|---|---|---|---|---|---|
Gender | Geographical background | Relative in the health professions | Current stage in MBBS | Personal growth | Professional growth | Personal satisfaction | |
Anatomy | 0.63 (0.11–3.53) | 0.68 (0.07–6.97) | 0.713 (0.15–3.37) | 0.86 (0.47–1.6) | 1.27 (0.56–2.85) | 0.74 (0.33–1.66) | 0.57 (0.57–2.73) |
Anesthesia | 1.72 (0.43–6.92) | 0.19 |
1.35 (0.25–7.27) | 1.38 (0.84–2.28) | 1.65 (0.84–3.23) | 0.5 (0.22–1.14) | 0.38 |
Biochemistry | 12.34 (0.6–275.5) | NE | 0.826 (0.05–14.14) | 0.206 (0.03–1.36) | 1.04 (0.36–3.02) | 0.93 (0.13–6.69) | 2.95 (0.59–14.54) |
Community medicine | 1.99 (0.61–6.5) | 2.37 (0.37–15.34) | 2.52 (0.75–8.42) | 0.62 (0.34–1.11) | 0.62 (0.33–1.19) | 0.39 |
2.66 |
Dermatology | 0.17 |
0.20 (0.02–2.07) | 1.06 (0.25–4.56) | 1.06 (0.6–1.87) | 2.23 |
0.79 (0.4–1.54) | 0.56 (0.3–1.07) |
Emergency medicine | 0.38 (0.5–2.65) | NE | 1.3 (0.18–9.57) | 1.15 (0.62–2.1) | 0.54 (0.22–1.3) | 4.54 |
0.65 (0.23–1.84) |
Family medicine | 0.09 (0.08–1.24) | 0.27 (0.14–5.3) | 1.7 (0.12–26.41) | 1.37 (0.49–3.79) | 0.42 (0.12–1.45) | 0.24 |
1.88 (0.57–6.19) |
Forensic medicine | 1.59 (0.3–8.5) | 2.11 (0.09–45.8) | 0.142 |
0.24 |
0.89 (0.36–2.2) | 0.8 (0.34–1.88) | 1.9 (0.64–5.62) |
General medicine | 2.5 (0.6–10.49) | 1.67 (0.27–10.5) | 3.68 |
0.79 (0.46–1.33) | 0.54 |
2.01 |
0.98 (0.54–1.77) |
General surgery | 5.08 |
1.69 (0.42–6.81) | 1.48 (0.53–4.14) | 0.69 (0.46–1.03) | 0.33 |
1.54 (0.92–2.56) | 1.24 (0.75–2.05) |
Geriatric medicine | NE | NE | NE | NE | NE | NE | NE |
Microbiology | NE | NE | NE | 0.85 (0.26–2.84) | 2.86 (0.5–16.27) | 1.51 (0.16–14.67) | 0.48 (0.13–1.86) |
Nuclear medicine | 0.97 (0.10–9.4) | 1.38 (0.15–12.88) | 1.56 (0.22–10.87) | 0.91 (0.33–2.54) | 1.09 (0.35–3.45) | 7.48 |
0.41 (0.12–1.35) |
Obstetrics and gynecology | 0.12 |
0.49 (0.14–1.64) | 0.78 (0.36–1.72) | 0.75 (0.55–1.02) | 0.87 (0.59–1.26) | 0.79 (0.53–1.17) | 1.8 |
Ophthalmology | 0.68 (0.14–3.3) | 1.99 (0.27–14.45) | 2.36 (0.62–8.97) | 1.03 (0.68–1.66) | 1.44 (0.71–2.9) | 0.99 (0.48–2.03) | 0.7 (0.29–1.69) |
Orthopedics | 21.09 |
0.992 (0.19–4.97) | 0.54 (0.17–1.72) | 0.86 (0.56–1.33) | 0.67 (0.36–1.25) | 1.46 (0.81–2.65) | 1.21 (0.69–2.12) |
Otorhinolaryngology | 2.16 (0.34–13.77) | 0.042 |
2.39 (0.41–13.81) | 1.4 (0.73–2.68) | 2.94 |
1.02 (0.47–2.18) | 0.74 (0.32–1.69) |
Pathology | 2.78 (0.36–21.23) | 1.94 (0.15–24.71) | 0.09 (0.007–1.18) | 3.14 |
4.01 |
0.55 (0.16–1.99) | 0.16 |
Pediatrics | 0.24 |
0.71 (0.23–2.22) | 0.79 (0.17–3.77) | 0.69 (0.45–1.05) | 1.43 (0.79–2.59) | 0.85 (0.51–1.42) | 2.1 |
Pharmacology | 3.94 (0.32–48.9) | NE | 0.18 (0.009–3.72) | 0.35 |
6.46 |
0.63 (0.15–2.66) | 1.0 (0.24–4.29) |
Physical medicine and rehabilitation | 0.04 (0–2.86) | 0.21 (0.004–10.57) | 4.54 (0.41–50.9) | 0.56 (0.19–1.69) | 1.74 (0.44–6.84) | 0.21 |
6.22 (0.86–45.01) |
Physiology | 13.11 (0.7–258.2) | NE | 0.81 (0.04–16.92) | 2.87 (0.94–8.82) | 0.86 (0.2–3.66) | 0.45 (0.12–1.65) | 0.27 (0.07–1.14) |
Psychiatry | 0.77 (0.27–2.16) | 2.66 (0.57–12.36) | 0.61 (0.19–1.9) | 0.65 |
1.21 (0.72–2.06) | 0.68 (0.41–1.13) | 0.45 |
Radiodiagnosis | 1.32 (0.14–12.1) | 3.05 (0.14–65.94) | 2.37 (0.29–19.6) | 4.89 |
2.38 (0.82–6.95) | 5.3 |
0.69 (0.17–2.72) |
Radiotherapy | 0.31 (0.06–1.68) | 1.37 (0.21–9.19) | 2.99 (0.52–17.27) | 0.84 (0.49–1.44) | 0.96 (0.37–2.48) | 1.92 (0.75–4.94) | 0.8 (0.41–1.59) |
Respiratory medicine | NE | NE | NE | NE | NE | NE | NE |
Transfusion medicine | NE | NE | NE | NE | NE | NE | NE |
Parameters of interest | Category | No. (%) |
---|---|---|
Gender | Men | 22 (34.9) |
Women | 41 (65.1) | |
Geographical background | Urban | 48 (76.2) |
Rural | 11 (17.5) | |
Relatives in the health professions | Yes | 41 (65.1) |
No | 22 (34.9) | |
Item 5: Are you planning to do a postgraduate degree after MBBS? | Yes | 60 (95.2) |
No | 3 (4.8) | |
Item 5-(1): If your response was “yes,” where would you like to do your postgraduate degree after MBBS? | India | 45 (75.0) |
Abroad | 5 (8.3) | |
Not sure | 10 (16.7) | |
Item 7: Which of the following statements best describe your current state of mind, regarding (1) the awareness on the various career specialties available? and (2) the certainty of the course you want to pursue? | Not aware, not certain | 24 (38.1) |
Not aware, certain | 10 (15.9) | |
Aware, not certain | 25 (39.7) | |
Aware, certain | 4 (6.3) |
Specialty | Item 8: The broad medical specialty degrees (MD, MS, DNB) that a doctor can choose after MBBS are listed below. | |
---|---|---|
Item 8-(1): Indicate three specialties you would most likely choose | Item 8-(2): Indicate three specialties you would least likely choose | |
Anatomy | 1 (0.5) | 10 (5.5) |
Anesthesia | 1 (0.5) | 6 (3.3) |
Biochemistry | 0 | 9 (5.0) |
Community medicine | 3 (1.6) | 18 (9.9) |
Dermatology | 8 (4.3) | 13 (7.2) |
Emergency medicine | 9 (4.8) | 4 (2.2) |
ENT (ear, nose, or throat) | 2 (1.1) | 2 (1.1) |
Family medicine | 5 (2.7) | 4 (2.2) |
Forensic medicine | 2 (1.1) | 10 (5.5) |
General medicine | 30 (16.1) | 3 (1.7) |
General surgery | 33 (17.7) | 6 (3.3) |
Geriatric medicine | 3 (1.6) | 3 (1.7) |
Microbiology | 1 (0.5) | 11 (6.1) |
Nuclear medicine | 1 (0.5) | 5 (2.8) |
Obstetrics & gynecology | 15 (8.1) | 8 (4.4) |
Ophthalmology | 4 (2.2) | 1 (0.6) |
Orthopedics | 14 (7.5) | 5 (2.8) |
Pathology | 2 (1.1) | 5 (2.8) |
Pediatrics | 37 (19.9) | 3 (1.7) |
Pharmacology | 0 | 21 (11.6) |
Physical medicine and rehabilitation | 1 (0.5) | 4 (2.2) |
Physiology | 1 (0.5) | 4 (2.2) |
Psychiatry | 7 (3.8) | 5 (2.8) |
Radiodiagnosis | 2 (1.1) | 4 (2.2) |
Radiotherapy | 1 (0.5) | 7 (3.9) |
Respiratory medicine | 2 (1.1) | 1 (0.6) |
Transfusion medicine | 0 | 7 (3.9) |
Not sure | 1 (0.5) | 2 (1.1) |
Total | 186 | 181 |
Item 9. | Mean rating±standard deviation | P-values of the comparisons | ||
---|---|---|---|---|
Gender (women vs. men) | Geographical background (rural vs. urban) | Relatives in the health professions (yes vs. no) | ||
Financial prospects | 3.03±0.93 | 0.027 |
0.389 | 0.341 |
Perceived status of the field in society | 3.22±1.17 | 0.457 | 1.000 | 0.677 |
Opportunities for higher studies or further specialization | 3.78±1.13 | 0.083 | 0.388 | 0.851 |
Professionally challenging field | 3.84±1.09 | 0.085 | 0.312 | 0.439 |
Less stressful working conditions | 3.05±1.21 | 0.503 | 0.561 | 0.066 |
Flexible working hours | 3.21±1.17 | 0.749 | 0.718 | 0.035 |
Opportunity to settle down in urban areas | 2.71±1.13 | 0.025 |
0.301 | 0.789 |
Influence from past experiences | 3.78±0.99 | 0.127 | 0.782 | 0.897 |
Opportunity to do research | 2.38±1.32 | 0.079 | 0.149 | 0.415 |
Interest in the specialty | 4.78±0.58 | 0.650 | 0.744 | 0.820 |
Family responsibilities | 3.75±1.12 | 0.491 | 0.597 | 0.581 |
Preference to work in rural areas | 3.48±1.15 | 0.617 | 0.444 | 0.394 |
Opportunity to be involved in patient care | 4.41±0.79 | 0.615 | 0.903 | 0.103 |
Opportunity to teach | 3.24±1.20 | 0.147 | 0.514 | 0.503 |
Less duration of work hours | 2.71±1.01 | 0.821 | 0.422 | 0.008 |
Influence by role models | 3.76±1.17 | 0.097 | 0.700 | 0.615 |
Sufficient time for hobbies and personal interests | 3.30±1.21 | 0.853 | 0.536 | 0.100 |
Family members in the same specialty | 1.63±0.89 | 0.780 | 0.393 | 0.036 |
Comfortable lifestyle | 2.89±1.03 | 0.742 | 0.236 | 0.005 |
Sense of calling | 4.11±0.92 | 0.509 | 0.003 |
0.866 |
Motivational items | Cronbach α if item was deleted |
---|---|
Financial prospects | 0.727 |
Perceived status of the field | 0.724 |
Opportunities for higher studies or further specialization | 0.728 |
Professionally challenging | 0.745 |
Less stressful working conditions | 0.716 |
Flexible working hours | 0.715 |
Opportunity to settle down in urban areas | 0.721 |
Influences from past experiences | 0.728 |
Opportunity to do research | 0.743 |
Interest in specialty | 0.739 |
Family responsibilities | 0.722 |
Preference to work in rural areas | 0.755 |
Opportunity to be involved in patient care | 0.743 |
Opportunity to teach | 0.730 |
Less duration of work hours | 0.720 |
Influenced by role models | 0.734 |
Sufficient time for hobbies and personal interests | 0.713 |
Family members in same specialty | 0.726 |
Comfortable lifestyle | 0.715 |
Sense of calling | 0.739 |
Values are presented as number (%). MBBS, Bachelor of Medicine and Bachelor of Surgery; df, degrees of freedom.
Values are presented as number (%). Item 5-(1): Are you planning to do a postgraduate degree after MBBS? Item 5-(2): If your response was “yes,” where would you like to do your postgraduate degree after MBBS? Item 6-(1): Where would you prefer to work after completion of your postgraduate degree? Item 6-(2): Specific work setting. Item 7: Which of the following statements best describe your current state of mind, regarding (1) the awareness on the various career specialties available? and (2) the certainty of the course you want to pursue? MBBS, Bachelor of Medicine and Bachelor of Surgery; df, degrees of freedom.
We analyzed the motivational items through exploratory factor analysis, followed by extraction by principal component analysis with varimax rotation and Kaiser normalization. We fixed the threshold for factor loading at 0.45. After examination of the scree plot, we selected the factors with eigenvalues >1. A Kaiser-Mayer-Olkin test statistic of 0.8 was obtained, indicating that sampling was adequate.
Values are presented as regression coefficient (95% confidence interval). We constructed multivariate linear regression models to study the predictors for motivational factors using standardized z-scores calculated for each factor. For all regression models, female gender, rural background, and not having a relative in the health professions were the reference categories, and the ‘enter’ model was used. Unstandardized regression coefficients are shown. Ref, reference; MBBS, Bachelor of Medicine and Bachelor of Surgery. P<0.05, P<0.01, P<0.001, P<0.06.
Values are presented as number (%). Each participant indicated 3 choices as most likely. The cumulative frequencies are shown in the table. Question: item 8-(1): The broad medical specialty degrees (MD, MS, DNB) that a doctor can choose after MBBS are listed. Indicate 3 specialties you would most likely choose. MBBS, Bachelor of Medicine and Bachelor of Surgery; MD, Doctor of Medicine; MS, Master of Surgery; DNB, Diplomate in National Board.
Values are presented as number (%). Each participant indicated three choices as least likely. The cumulative frequencies are shown in the table. Question: item 8-(2): The broad medical specialty degrees (MD, MS, DNB) that a doctor can choose after MBBS are listed below. Indicate three specialties you would least likely choose MBBS, Bachelor of Medicine and Bachelor of Surgery; MD, Doctor of Medicine; MS, Master of Surgery; DNB, Diplomate in National Board.
Values are presented as odds ratio (95% confidence interval). We constructed multivariate logistic regression models to study the predictors of specialty, with preference as a dichotomous outcome (participants who indicated the specialty in their most likely choices vs. participants who indicated the specialty in the least likely choices). For all regression models, female gender, rural background, and not having a relative in the health professions were the reference categories, and the ‘enter’ model was used. For each motivational factor, standardized z-scores were calculated and used in the regression analysis. MBBS, Bachelor of Medicine and Bachelor of Surgery; NE, not estimated. P<0.05, P<0.01, P<0.001, P<0.06.
MBBS, Bachelor of Medicine and Bachelor of Surgery.
Values are presented as number (%). MD, Doctor of Medicine; MS, Master of Surgery; DNB, Diplomate in National Board; MBBS, Bachelor of Medicine and Bachelor of Surgery.
P-values obtained using the Mann-Whitney U-test. Significant P-values are shown in bold. Question: item 9: On a scale of 1 to 5 (where, 1=not important and 5=very important), how would you rate the importance to each of the following factors for choosing a specialty? Significant P-value.
Exploratory factor analysis was followed by extraction by principal component analysis with varimax rotation and Kaiser normalization.