| Literature DB >> 28588915 |
David R Ellard1, Wanangwa Chimwaza2, David Davies3, Doug Simkiss4, Francis Kamwendo5, Chisale Mhango6, Siobhan Quenby7, Ngianga-Bakwin Kandala8, Joseph Paul O'Hare9.
Abstract
BACKGROUND: The ETATMBA (Enhancing Training And Technology for Mothers and Babies in Africa) project-trained associate clinicians (ACs/clinical officers) as advanced clinical leaders in emergency obstetric and neonatal care. This trial aimed to evaluate the impact of training on obstetric health outcomes in Malawi.Entities:
Year: 2016 PMID: 28588915 PMCID: PMC5321302 DOI: 10.1136/bmjgh-2015-000020
Source DB: PubMed Journal: BMJ Glob Health ISSN: 2059-7908
Figure 1An overview of the ETATMBA training modules and when these were delivered. ETATMBA, Enhancing Training And Technology for Mothers and Babies in Africa; NPC, non-physician clinician.
Total birth events within health facilities over the study period 2011–2013 by district
| Districts | Number of health facilities* | I/C† | Total births (n) | ||
|---|---|---|---|---|---|
| 2011 | 2012 | 2013 | |||
| Chitipa | 9 | I | 7186 | 8308 | 8173 |
| Karonga | 15 | I | 7018 | 6088 | 8240 |
| Kasungu | 21 | I | 14 190 | 14 480 | 17 761 |
| Mzimba | 40 | I | 28 095 | 29 198 | 28 800 |
| Ntcheu | 22 | I | 18 732 | 17 290 | 18 245 |
| Rumphi | 15 | I | 8316 | 7732 | 8191 |
| Nkhotakota | 17 | I | 9940 | 9966 | 10 031 |
| Lilongwe | 54 | I | 53 810 | 55 922 | 55 984 |
| Dedza | 27 | C | 21 627 | 22 685 | 23 501 |
| Dowa | 20 | C | 20 417 | 12 647 | 12 986 |
| Mchinji | 13 | C | 19 373 | 20 486 | 17 512 |
| Nkhata bay | 17 | C | 6193 | 5893 | 6223 |
| Ntchisi | 10 | C | 5855 | 5986 | 6920 |
| Salima | 14 | C | MD | 11 148 | 12 295 |
| Intervention (I) | 147 287 | 148 984 | 155 425 | ||
| Control (C) | 73 465 | 78 845 | 79 437 | ||
*This is the number of health facilities that are included in the data for each of the districts.
†C, control districts; I, intervention districts.
MD, missing data.
Figure 2Interrupted time series: district health facility perinatal mortality rate (per 1000 births) comparing intervention districts (Int) with control districts (Cont).
Effects from the ITS models for district facility-based perinatal mortality rates, comparing intervention with control
| Intervention | Control | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Effect | SE | CI 95% | p Value | Relative effect (%) | Effect | SE | CI 95% | p Value | Relative effect (%) | |
| 3 months | −1.36 | 1.18 | (−4.16 to 1.43) | 0.286 | −7 | −9.14 | 2.98 | (−16.18 to −2.09) | 0.018 | −27 |
| 6 months | −1.73 | 1.36 | (−4.94 to 148) | 0.243 | −9 | −10.58 | 3.45 | (−18.73 to −2.43) | 0.018 | −34 |
| 9 months | −2.10 | 1.58 | (−5.83 to 1.63) | 0.224 | −12 | −12.02 | 4.03 | (−21.54 to −2.50) | 0.020 | −36 |
| 12 months | −2.47 | 1.83 | (−6.79 to 1.84) | 0.218 | −14 | −13.46 | 4.68 | (−24.52 to −2.41) | 0.024 | −38 |
| 15 months | −2.84 | 2.09 | (−7.78 to 2.10) | 0.216 | −16 | −14.91 | 5.37 | (−27.60 to −2.21) | 0.027 | −42 |
| 18 months | −3.21 | 2.37 | (−8.81 to 2.38) | 0.217 | −19 | −16.35 | 6.09 | (−30.75 to −1.95) | 0.031 | −46 |
| 21 months | −3.58 | 2.65 | (−9.85 to 2.69) | 0.219 | −21 | −17.79 | 6.83 | (−33.95 to −1.64) | 0.035 | −47 |
Effect—estimate of effect from ARIMA ITS model.
Relative effect, percentage change (compared with preslope trend).
ITS, interrupted time series.
Figure 3Interrupted time series: district health facility maternal mortality ratio (per 100 000 births), comparing intervention districts (Int) with control districts (Cont).
Effects from the ITS models for district facility-based maternal mortality ratios, comparing intervention with control
| Intervention | Control | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Effect | SE | CI 95% | p Value | Relative effect (%) | Effect | SE | CI 95% | p Value | Relative effect (%) | |
| 3 months | −14.87 | 22.78 | (−68.73 to 38.99) | 0.535 | −9 | 4.85 | 36.88 | (−82.37 to 92.06) | 0.899 | 4 |
| 6 months | −18.68 | 26.03 | (−80.24 to 42.88) | 0.496 | −12 | 5.97 | 42.49 | (−94.50 to 106.43) | 0.892 | 5 |
| 9 months | −22.49 | 30.13 | (−93.74 to 48.77) | 0.480 | −16 | 7.08 | 49.60 | (−110.19 to 124.36) | 0.890 | 6 |
| 12 months | −26.30 | 34.78 | (−108.54 to 55.94) | 0.474 | −18 | 8.20 | 57.66 | (−128.13 to 144.53) | 0.891 | 8 |
| 15 months | −30.11 | 39.79 | (−124.19 to 63.96) | 0.474 | −21 | 9.32 | 66.32 | (−147.51 to 166.14) | 0.892 | 8 |
| 18 months | −33.93 | 45.03 | (−140.40 to 72.54) | 0.476 | −24 | 10.44 | 75.39 | (−167.82 to 188.70) | 0.894 | 8 |
| 21 months | −38.11 | 50.30 | (−157.06 to 80.84) | 0.473 | −29 | 11.55 | 87.72 | (−195.87 to 218.98) | 0.895 | 9 |
Effect—estimate of effect from ARIMA ITS model.
Relative effect, percentage change (compared with preslope trend).
ITS, interrupted time series.
District facility-based mortality ratios/rates per year for 2011–2013
| Intervention districts N=8 | Control districts N=6 | |||||
|---|---|---|---|---|---|---|
| Variable and year | Births n= | Events n= | Rates*/ratio† | Births n= | Events n= | Rates*/ratio† |
| Perinatal mortality (PNM) and PNM rate per 1000 births | ||||||
| 2011‡ | 147 287 | 3057 | 20.8 | 73 465 | 2130 | 29.0 |
| 2012 | 148 984 | 2599 | 17.4 | 78 845 | 1825 | 23.2 |
| 2013 | 155 425 | 2840 | 14.2 | 79 437 | 1612 | 20.3 |
| Early neonatal death (ND) and ND rate per 1000 births | ||||||
| 2011‡ | 147 287 | 859 | 5.8 | 73 465 | 703 | 9.6 |
| 2012 | 148 984 | 788 | 5.3 | 78 845 | 694 | 8.8 |
| 2013 | 155 425 | 625 | 4.0 | 79 437 | 778 | 9.8 |
| Stillbirths fresh (SBF) and SBF rate per 1000 births | ||||||
| 2011‡ | 147 287 | 2198 | 14.9 | 73 465 | 1427 | 19.4 |
| 2012 | 148 984 | 1811 | 12.2 | 78 845 | 1131 | 14.3 |
| 2013 | 155 425 | 1574 | 10.1 | 79 437 | 834 | 10.5 |
| Stillbirths macerated (SBM) and SBM rate per 1000 births | ||||||
| 2011‡ | 147 287 | 880 | 6 | 73 465 | 569 | 7.7 |
| 2012 | 148 984 | 856 | 5.7 | 78 845 | 641 | 8.1 |
| 2013 | 155 425 | 1063 | 6.2 | 79 437 | 633 | 8 |
| Maternal mortality (MM) and MM ratio per 100.000 births | ||||||
| 2011‡ | 147 287 | 262 | 177.9 | 73 465 | 72 | 98.0 |
| 2012 | 148 984 | 211 | 141.6 | 78 845 | 94 | 119.2 |
| 2013 | 155 425 | 185 | 107.5 | 79 437 | 102 | 128.4 |
*Rates are calculated as number of events divided by total births, multiplied by 1000.
†Ratios for MM are calculated as number of events divided by total births, multiplied by 100 000.
‡Missing data from one control district for the whole of 2011.
Comparison of key obstetric complications (facility based) by year
| Intervention districts N=8 | Control districts N=6* | |||||
|---|---|---|---|---|---|---|
| Variable and year | Births n= | Events n= | Rate† | Births n= | Events n= | rate† |
| Prolonged labour (PL) and PL rate per 1000 births | ||||||
| 2011* | 147 287 | 2864 | 19.5 | 73 465 | 2627 | 35.8 |
| 2012 | 148 984 | 2931 | 19.7 | 78 845 | 2690 | 34.2 |
| 2013 | 155 425 | 5098 | 32.8 | 79 437 | 3132 | 39.4 |
| (Pre-)eclampsia (pE) and pE rate per 1000 births | ||||||
| 2011* | 147 287 | 593 | 4.0 | 73 465 | 406 | 5.5 |
| 2012 | 148 984 | 947 | 6.4 | 78 845 | 462 | 5.9 |
| 2013 | 155 425 | 895 | 5.8 | 79 437 | 484 | 6.1 |
| Sepsis (maternal) (Sm) and Sm rate per 1000 births | ||||||
| 2011* | 147 287 | 153 | 1.0 | 73 465 | 91 | 1.2 |
| 2012 | 148 984 | 209 | 1.4 | 78 845 | 92 | 1.2 |
| 2013 | 155 425 | 198 | 1.27 | 79 437 | 69 | 0.9 |
| Ruptured uterus (RU) and RU rate per 1000 births | ||||||
| 2011* | 147 287 | 143 | 1.0 | 73 465 | 97 | 1.3 |
| 2012 | 148 984 | 127 | 0.9 | 78 845 | 97 | 1.2 |
| 2013 | 155 425 | 216 | 1.4 | 79 437 | 75 | 1.0 |
| Haemorrhage (H) and H rate per 1000 births | ||||||
| 2011* | 147 287 | 1705 | 11.6 | 73 465 | 1125 | 15.3 |
| 2012 | 148 984 | 2821 | 19.0 | 78 845 | 1518 | 19.3 |
| 2013 | 155 425 | 2291 | 15.8 | 79 437 | 1404 | 18.7 |
*Missing data from one control district for the whole of 2011.
†Rates are calculated as number of events divided by total births, multiplied by 1000.
Comparison of key birth complications and caesarean sections (facility based) by year
| Intervention districts N=8 | Control districts N=6 | |||||
|---|---|---|---|---|---|---|
| Variable and year | Births n= | n | Rate* | Births n= | n | Rate* |
| Premature birth (PB) and PB rate per 1000 births | ||||||
| 2011† | 147 287 | 3025 | 20.6 | 73 465 | 2095 | 28.6 |
| 2012 | 148 984 | 2424 | 16.3 | 78 845 | 1996 | 25.3 |
| 2013 | 155 425 | 3036 | 19.5 | 79 437 | 2065 | 26 |
| Low birthweight (LBW) and LBW rate per 1000 births‡ | ||||||
| 2011† | 147 287 | 2949 | 20.0 | 73 465 | 3723 | 50.7 |
| 2012 | 148 984 | 2968 | 20.0 | 78 845 | 3272 | 41.5 |
| 2013 | 155 425 | 4517 | 29.1 | 79 437 | 3042 | 38.3 |
| Neonatal asphyxia (NA) and NA rate per 1000 births | ||||||
| 2011† | 147 287 | 2301 | 15.6 | 73 465 | 1425 | 19.4 |
| 2012 | 148 984 | 2704 | 18.2 | 78 845 | 2010 | 25.5 |
| 2013 | 155 425 | 4104 | 26.4 | 79 437 | 2710 | 34.1 |
| Neonatal sepsis (NS) and NS rate per 1000 births | ||||||
| 2011† | 147 287 | 454 | 3.1 | 73 465 | 587 | 8.0 |
| 2012 | 148 984 | 707 | 4.8 | 78 845 | 415 | 5.3 |
| 2013 | 155 425 | 892 | 5.7 | 79 437 | 543 | 6.8 |
| Vacuum extraction (VE) and VE rate per 1000 births | ||||||
| 2011† | 147 287 | 2056 | 14.0 | 73 465 | 691 | 9.4 |
| 2012 | 148 984 | 2165 | 10.2 | 78 845 | 1052 | 13.3 |
| 2013 | 155 425 | 5601 | 13.9 | 79 437 | 1235 | 15.6 |
| Breech delivery (BD) and BD rate per 1000 births | ||||||
| 2011† | 147 287 | 2165 | 14.7 | 73 465 | 2166 | 29.5 |
| 2012 | 148 984 | 1603 | 10.8 | 78 845 | 1943 | 24.6 |
| 2013 | 155 425 | 2035 | 13.1 | 79 437 | 1618 | 20.4 |
| Caesarean sections (CS) and CS percentage§ | ||||||
| n | %§ | n | %§ | |||
| 2011† | 147 287 | 5601 | 3.8 | 73 465 | 3923 | 5.3 |
| 2012 | 148 984 | 6319 | 4.2 | 78 845 | 3942 | 5.0 |
| 2013 | 155 425 | 9368 | 6.0 | 79 437 | 4163 | 5.2 |
*Rates are calculated as number of events divided by total births, multiplied by 1000.
†Missing data from one control district for the whole of 2011.
‡Birthweight <2500 g.
§Percentage=number of caesarean section/number births×100.