Skip to main content

Table 2 Summary of sub-group and sensitivity analyses results

From: Indicators associated with job morale of physicians in low- and middle-income countries during the COVID- 19 pandemic: a systematic review and meta-analysis

Analysis type

Dimension

Subgroup type/exclusion criteria

Number of studies

Pooled prevalence (95% CI)

Heterogeneity (I², p-value)

Sub-group analysis

EE (dichotomous data)

Region (Western Asia)

4

55% (21–89)

I² = 99.55%, p < 0.001

Income group (Lower-middle income)

5

32% (6–57)

I² = 99.35%, p < 0.001

Income group (Upper-middle income)

11

42% (24–53)

I² = 99.60%, p < 0.001

Specialties (mixed)

6

52% (34–69)

I² = 99.56%, p < 0.001

Overall

16

49% (38–60)

I² = 99.28%, p < 0.001

DP (dichotomous data)

Region (Western Asia)

4

36% (10–63)

I² = 99.33%, p < 0.001

Income group (Lower-middle income)

5

32% (6–57)

I² = 99.35%, p < 0.001

Income group (Upper-middle income)

11

42% (27–57)

I² = 99.60%, p < 0.001

Specialties (mixed)

5

37% (24–50)

I² = 99.21%, p < 0.001

Overall

15

39% (24–53)

I² = 99.72%, p < 0.001

 

PA (dichotomous data)

Region (Western Asia)

4

63% (37–89)

I² = 99.13%, p < 0.001

Income group (Lower-middle income)

5

32% (23–41)

I² = 89.38%, p < 0.001

Income group (Upper-middle income)

11

58% (47–70)

I² = 99.19%, p < 0.001

Specialties (mixed)

5

41% (31–51)

I² = 98.47%, p < 0.001

Overall

15

50% (41–59)

I² = 98.88%, p < 0.001

Depression - measured by PHQ- 9 (dichotomous data)

Region (South Asia)

5

71% (56–85)

I² = 96.56%, p < 0.001

Region (South America)

5

44% (30–58)

I² = 96.94%, p < 0.001

Region (East Asia)

5

39% (29–49)

I² = 99.38%, p < 0.001

Income group (Lower-middle income)

10

66% (41–91)

I² = 99.80%, p < 0.001

Income group (Upper-middle income)

9

49% (34–64)

I² = 99.51%, p < 0.001

Specialties (mixed)

15

63% (46–80)

I² = 99.73%, p < 0.001

Overall

21

58% (46–70)

I² = 99.71%, p < 0.001

Sensitivity analysis

EE (dichotomous data)

exclusion of studies, where respondents were not only qualified physicians and/or dentists

12

48% (29–67)

I² = 99.41%, p < 0.001

DP (dichotomous data)

11

37% (20–53)

I² = 99.39%, p < 0.001

 

PA (dichotomous data)

11

55% (39–70)

I² = 98.77%, p < 0.001

EE (continuous data)

7

24.56% (24.22–24.90)

I² = 98.4%, p < 0.001

DP (continuous data)

7

9.22% (9.03–9.41)

I² = 97.7%, p < 0.001

PA (continuous data)

7

27.10% (26.77–27.43)

I² = 99.8%, p < 0.001

Depression - measured by PHQ- 9 (dichotomous data)

8

46% (31–61)

I² = 99.2%, p < 0.001

Depression - measured by DASS- 21 (dichotomous data)

6

53% (32–75)

I² = 99.67%, p < 0.001

Depression - measured by PHQ- 9 (continuous data)

2

3.33% (3.25–3.41)

I² = 97.7%, p < 0.001

Depression - measured by DASS- 21 (continuous data)

4

14.34% (14.12–14.56)

I² = 98.9%, p < 0.001

Depression - measured by PHQ- 9 (dichotomous data)

exclusion of studies, where the type of healthcare setting was not reported

16

61% (46–76)

I² = 99.69%, p < 0.001

Depression - measured by HADS- 14 (dichotomous data)

3

42% (22–62)

I² = 96.69%, p < 0.001

Depression - measured by PHQ- 9 (continuous data)

3

3.88% (3.81–3.95)

I² = 99.8%, p < 0.001