Table 2.
Result of Meta-Analysis for Estimating OOPE and CHE
| Direct OOPE on inpatient cancer care in India | |||||
|---|---|---|---|---|---|
| Study Name | Mean | Standard Error | Variance | Lower limit | Upper limit |
| NSSO, 2020 | 75689.09 | 2.19 | 4.82 | 75684.8 | 75693.39 |
| Kastor et al, 2018 | 70763.17 | 4778.85 | 222837415.4 | 61396.79 | 80129.55 |
| Kaur et al, 2017 | 284688.06 | 41253.02 | 1701811739 | 203833.63 | 365542.5 |
| Joseph et al, 2016 | 19925.98 | 946.59 | 896038.77 | 18070.69 | 21781.27 |
| Goyal et al, 2014 | 198198.58 | 5063.85 | 25642546.44 | 188273.62 | 208123.54 |
| Wani et al, 2013 | 3430.85 | 75.48 | 5697.83 | 3282.9 | 3578.8 |
| Mahal et al, 2013 | 12061.32 | 365.78 | 133792.6 | 11344.41 | 12778.23 |
| Summary effect | 83396.52 | 19799.08 | 392003454.3 | 44591.05 | 122202 |
| Direct OOPE on outpatient cancer care in India | |||||
| Study Name | Mean | Standard Error | Variance | Lower limit | Upper limit |
| NSSO, 2020 | 3238.92 | 4.75 | 22.56 | 3229.61 | 3248.23 |
| Kaur et al, 2017 | 75282.16 | 13235.45 | 175177246.8 | 49341.15 | 101223.17 |
| Mahal et al, 2013 | 268.73 | 49.38 | 2438.27 | 171.95 | 365.51 |
| Summary effect | 2653.13 | 1481.86 | 2195924.37 | -251.28 | 555.53 |
| Total direct OOPE on cancer care in India | |||||
| Study Name | Mean | Standard Error | Variance | Lower limit | Upper limit |
| NSSO, 2020 | 56105.95 | 1.99 | 3.98 | 56102.04 | 56109.86 |
| Dinesh et al, 2019 | 37242.05 | 4401.8 | 19375851.15 | 28614.68 | 45869.42 |
| Chauhan et al, 2019 | 45749.05 | 1531.11 | 2344294.11 | 42748.63 | 48750.47 |
| Summary effect | 47140.08 | 4872.88 | 23744905.93 | 37589.43 | 56690.74 |
| Indirect OOPE on cancer care in India | |||||
| Study Name | Mean | Standard Error | Variance | Lower limit | Upper limit |
| Dinesh et al, 2019 | 2802.88 | 733.34 | 537790.49 | 1365.56 | 4240.2 |
| Chauhan et al, 2019 | 20984.69 | 53.32 | 2843.39 | 20880.18 | 21089.2 |
| Summary effect | 11908.5 | 9090.89 | 82644337.3 | -5909.33 | 29726.31 |
| Proportion of cancer patients facing CHE in India | |||||
| Study name | Event rate | Lower Limit | Upper Limit | ||
| Sangar et al, 2019 | 0.3 | 0.292 | 0.309 | ||
| Chauhan et al, 2019 | 0.34 | 0.296 | 0.387 | ||
| Kastor et al, 2018 | 0.79 | 0.831 | |||
| Basavaiah et al, 2018 | 0.671 | 0.839 | |||
| Jain et al, 2016 | 0.84 | 0.786 | 0.883 | ||
| Summary effect | 0.627 | 0.378 | 0.823 | ||