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Table 1 Descriptive statistics of input, output and exploratory variables

From: Analysis of factors influencing technical efficiency of public district hospitals in KwaZulu-Natal province, South Africa

Variable

2014/15

2015/16

2016/17

Mean (SD)

Mean (SD)

Mean (SD)

Input variables

  

 Medical and dental personnel

28.68 (28.67)

22.34 (24.88)

21.08 (24.53)

 Nursing personnel

407.29 (181.08)

355.03 (164.58)

346.47 (155.84)

 Pharmacy personnel

18.11 (9.47)

18.42 (9.82)

18.39 (8.62)

 Allied personnel (therapists and Lab. scientists)

22.87 (14.67)

21.34 (13.43)

21.11 (13.57)

 Support and other services personnel

271.32 (89.18)

249.50 (84.02)

239.66 (79.63)

 Beds

225.47 (87.50)

225.45 (86.70)

229.11 (114.47)

Output variables

 Inpatient days

51 590.26 (24 416.75)

49 485.89 (23 872.68)

45 936.84 (22 734.31)

 OPD head counts

62 833.74 (37 418.35)

60 340.39 (36 193.29)

56 545.55 (35 366.38)

 Theatre cases

1430.11 (1389.51)

1306.18 (1340.65)

1265.63 (1279.71)

 X-ray done

12 284.74 (10 057.77)

12 217.18 (9720.85)

11 819.63 (9580.52)

 Delivery by caesarean

651.37 (437.75)

643.50 (427.25)

624.34 (400.50)

 Regular delivery

1690.97 (924.42)

1599.00 (904.70)

1560.79 (879.44)

Explanatory variables

 Catchment population

126 987.42 (137 819.20)

126 987.42 (137 819.20)

237 610.68 (225 729.29)

 Proportion of outpatient visits to doctor

2651.30 (1293.31)

3374.79 (1499.47)

3417.53 (1431.48)

 Proportion of inpatient treated to doctor

2176.61 (877.77)

2830.50 (1202.74)

2902.37 (1305.37)

 Bed to doctor ratio

9.80 (4.07)

13.39 (5.79)

14.29 (5.83)

 Proportion of outpatient visits to nurse

170.16 (94.82)

187.61 (103.53)

178.20 (96.09)

 Proportion of inpatient treated to nurse

135.46 (56.62)

150.41 (64.58)

140.20 (51.35)

 Beds to nurse ratio

0.60 (0.20)

0.70 (0.30)

0.68 (0.22)

 Average length of stay (days)

5.95 (0.95)

5.92 (0.95)

5.65 (1.03)

 Inpatient bed utilization rate (%)

62.08 (11.78)

58.88 (12.02)

56.45 (12.75)

 Proportion of outpatient visits to inpatient days

1.33 (0.80)

1.29 (0.61)

1.26 (0.48)

 Expenditure per patient day equivalent

2933.64 (816.65)

3268.68 (662.50)

3969.92 (923.61)

 OPD not referred

13 000.13 (10 780.01)

11 797.84 (10 035.66)

11 449.34 (9098.31)