parameter values (.csv) ======================= :download:`Download original .csv file from GitHub ` ==== ======================================================= 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================================================================================================================================================================================================================================================================================== ============ ============ .. parameter\_name value Unnamed: 2 Unnamed: 3 Unnamed: 4 ==== ======================================================= 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================================================================================================================================================================================================================================================================================== ============ ============ 0 intercept\_parity\_lr2010 [-2.81, -2.81] 1 effect\_age\_parity\_lr2010 [0.21, 0.21] 2 effect\_mar\_stat\_2\_parity\_lr2010 [0.84, 0.84] 3 effect\_mar\_stat\_3\_parity\_lr2010 [0.14, 0.14] 4 effect\_wealth\_lev\_4\_parity\_lr2010 [-0.09, -0.09] 5 effect\_wealth\_lev\_3\_parity\_lr2010 [-0.18, -0.18] 6 effect\_wealth\_lev\_2\_parity\_lr2010 [-0.22, -0.22] 7 effect\_wealth\_lev\_1\_parity\_lr2010 [-0.48, -0.48] 8 effect\_edu\_lev\_2\_parity\_lr2010 [-0.33, -0.33] 9 effect\_edu\_lev\_3\_parity\_lr2010 [-1, -1] n.b. this is result for secondary vs none, teritiarty is separate in dhs but combined in tlo 10 effect\_rural\_parity\_lr2010 [0.19, 0.19] 11 prob\_previous\_caesarean\_at\_baseline [0.046, 0.046] 12 13 risk\_post\_term\_labour [0.077, 0.077] Factors Associated with Preterm, Early Preterm and Late Preterm Birth in Malawi 14 rr\_potl\_bmi\_30\_35 [1.42, 1.42] 15 rr\_potl\_bmi\_35+ [1.55, 1.55] 16 17 list\_limits\_for\_defining\_term\_status [[259, 293, 148, 230, 231, 258, 294], [259, 293, 148, 230, 231, 258, 294]] 18 19 mean\_birth\_weights [[657, 746, 851, 966, 1096, 1240, 1440, 1641, 1841, 2041, 2242, 2442, 2736, 2856, 2995, 3036, 3117, 3136], [657, 746, 851, 966, 1096, 1240, 1440, 1641, 1841, 2041, 2242, 2442, 2736, 2856, 2995, 3036, 3117, 3136]] 20 standard\_deviation\_birth\_weights [[113, 140, 169, 196, 218, 235, 274, 312 ,351, 390, 428, 460, 467, 398, 356, 351, 396, 351], [113, 140, 169, 196, 218, 235, 274, 312 ,351, 390, 428, 460, 467, 398, 356, 351, 396, 351]] 21 residual\_prob\_of\_macrosomia [0.057, 0.057] 22 23 prob\_obstruction\_cpd [0.012, 0.022] [0.015, 0.025] 24 rr\_obstruction\_cpd\_stunted\_mother [2.4, 2.4] 25 rr\_obstruction\_foetal\_macrosomia [3.3, 3.3] 26 prob\_obstruction\_malpos\_malpres [0.005, 0.009] [0.006, 0.011] 27 prob\_obstruction\_other [0.0015, 0.0027] [0.0019, 0.0037] 28 29 prob\_placental\_abruption\_during\_labour [0.0005, 0.0005] 30 rr\_placental\_abruption\_hypertension [2.2, 2.2] 31 rr\_placental\_abruption\_previous\_cs [1.3, 1.3] 32 prob\_aph\_placenta\_praevia\_labour [0.25, 0.25] [0.0865, 0.0865] 33 prob\_aph\_placental\_abruption\_labour [0.9, 0.9] 34 severity\_maternal\_haemorrhage [[0.8, 0.2], [0.8, 0.2]] [[0.4, 0.6], [0.4, 0.6]] 35 cfr\_aph [0.11, 0.04] 36 37 prob\_sepsis\_chorioamnionitis [0.0002, 0.00018] 38 rr\_sepsis\_chorio\_prom [1.76, 1.76] 39 prob\_sepsis\_endometritis [0.000069, 0.000062] 40 rr\_sepsis\_endometritis\_post\_cs [12.1, 12.1] 41 prob\_sepsis\_urinary\_tract [0.000054, 0.000054] 42 prob\_sepsis\_skin\_soft\_tissue [0.000039, 0.000035] 43 rr\_sepsis\_sst\_post\_cs [3.9, 3.9] https://bmcpregnancychildbirth.biomedcentral.com/articles/10.1186/s12884-018-1891-1 44 cfr\_sepsis [0.75, 0.49] 45 cfr\_pp\_sepsis [0.75, 0.49] 46 47 prob\_uterine\_rupture [0.0011, 0.0005] 48 rr\_ur\_parity\_2 [2.74, 2.74] 49 rr\_ur\_parity\_3\_or\_4 [4.89, 4.89] 50 rr\_ur\_parity\_5+ [7.57, 7.57] 51 rr\_ur\_prev\_cs [2.02, 2.02] 52 rr\_ur\_obstructed\_labour [23.6, 23.6] 53 cfr\_uterine\_rupture [0.65, 0.5] [0.5, 0.28] 54 55 prob\_progression\_gest\_htn [0.036, 0.036] 56 prob\_progression\_severe\_gest\_htn [0.13, 0.13] 57 prob\_progression\_mild\_pre\_eclamp [0.14, 0.14] 58 prob\_progression\_severe\_pre\_eclamp [0.29, 0.29] [0.072, 0.072] 59 cfr\_severe\_pre\_eclamp [0.018, 0.018] 60 cfr\_eclampsia [0.028, 0.03] 61 62 prob\_ip\_still\_birth [0.006, 0.005] 63 rr\_still\_birth\_maternal\_death [180, 180] 64 rr\_still\_birth\_ur [56.6, 56.6] 65 rr\_still\_birth\_ol [4.5, 4.5] 66 rr\_still\_birth\_aph [2.1, 2.1] 67 rr\_still\_birth\_hypertension [4.5, 4.5] 68 rr\_still\_birth\_sepsis [2, 2] https://www.tandfonline.com/doi/full/10.1080/14767058.2020.1852206 69 rr\_still\_birth\_multiple\_pregnancy [3, 3] 70 prob\_both\_twins\_ip\_still\_birth [0.8, 0.8] 71 72 prob\_pph\_uterine\_atony [0.006, 0.011] [0.013 ,0.013] 73 rr\_pph\_ua\_hypertension [1.84, 1.84] 74 rr\_pph\_ua\_multiple\_pregnancy [2.16, 2.16] 75 rr\_pph\_ua\_macrosomia [1.46, 1.46] 76 rr\_pph\_ua\_placental\_abruption [2.74, 2.74] 77 rr\_pph\_ua\_diabetes [1.22, 1.22] 78 prob\_pph\_retained\_placenta [0.001, 0.0016] [0.0026, 0.0026] 79 prob\_pph\_other\_causes [0.0007, 0.001] 80 cfr\_pp\_pph [0.22, 0.08] 81 rr\_death\_from\_haem\_with\_anaemia [1.5, 1.5] [6.65, 6.65] 82 83 odds\_deliver\_in\_health\_centre [0.69, 1.08] 84 rrr\_hc\_delivery\_age\_20\_24 [0.79, 1] 85 rrr\_hc\_delivery\_age\_25\_29 [0.5, 0.56] 86 rrr\_hc\_delivery\_age\_30\_34 [0.27, 0.32] 87 rrr\_hc\_delivery\_age\_35\_39 [0.13, 0.14] 88 rrr\_hc\_delivery\_age\_40\_44 [0.06, 0.07] 89 rrr\_hc\_delivery\_age\_45\_49 [0.02, 0.03] 90 rrr\_hc\_delivery\_wealth\_4 [0.82, 0.79] 91 rrr\_hc\_delivery\_wealth\_3 [0.77, 0.73] 92 rrr\_hc\_delivery\_wealth\_2 [0.62, 0.58] 93 rrr\_hc\_delivery\_wealth\_1 [0.55, 0.43] 94 rrr\_hc\_delivery\_parity\_3\_to\_4 [2, 1.85] 95 rrr\_hc\_delivery\_parity\_>4 [3.9, 3.8] 96 rrr\_hc\_delivery\_rural [1.99, 1.81] 97 rrr\_hc\_delivery\_married [1.3, 1.42] 98 99 odds\_deliver\_at\_home [0.37, 0.09] 100 rrr\_hb\_delivery\_age\_20\_24 [1.42, 1] 101 rrr\_hb\_delivery\_age\_25\_29 [1, 0.58] 102 rrr\_hb\_delivery\_age\_30\_34 [0.42, 0.25] 103 rrr\_hb\_delivery\_age\_35\_39 [0.24, 0.16] 104 rrr\_hb\_delivery\_age\_40\_44 [0.12, 0.07] 105 rrr\_hb\_delivery\_age\_45\_49 [0.05, 0.04] 106 rrr\_hb\_delivery\_rural [1.73, 1] 107 rrr\_hb\_delivery\_primary\_education [0.76, 0.79] 108 rrr\_hb\_delivery\_secondary\_education [0.46, 0.51] 109 rrr\_hb\_delivery\_wealth\_4 [0.82, 0.74] 110 rrr\_hb\_delivery\_wealth\_3 [0.72, 0.68] 111 rrr\_hb\_delivery\_wealth\_2 [0.41, 0.49] 112 rrr\_hb\_delivery\_wealth\_1 [0.2, 0.17] 113 rrr\_hb\_delivery\_parity\_3\_to\_4 [2.4, 1] 114 rrr\_hb\_delivery\_parity\_>4 [5.25, 1] 115 rrr\_hb\_delivery\_married [0.63, 1] 116 117 probability\_delivery\_hospital [0.32, 0.40] 118 119 prob\_careseeking\_for\_complication [0.782, 0.782] Chinkhumba, J. et al. (2017) ‘Household costs and time to seek care for pregnancy related complications: The role of results-based financing’, PLOS ONE. Public Library of Science, 12(9), p. e0182326. doi: 10.1371/JOURNAL.PONE.0182326. 120 prob\_careseeking\_for\_complication\_pn [0.782, 0.782] 121 test\_care\_seeking\_probs [[0.33, 0.33, 0.34], [0.33, 0.33, 0.34]] 122 123 prob\_timings\_pnc [[0.85, 0.15], [0.88, 0.12]] 124 odds\_will\_attend\_pnc [0.9, 0.9] 125 or\_pnc\_age\_30\_35 [1.75, 1.75] 126 or\_pnc\_age\_>35 [1.86, 1.86] 127 or\_pnc\_rural [0.55, 0.55] 128 or\_pnc\_wealth\_level\_1 [0.72, 0.72] 129 or\_pnc\_anc4+ [1.2 , 1.2] 130 or\_pnc\_caesarean\_delivery [1.93, 1.93] 131 or\_pnc\_facility\_delivery [1.91, 1.91] 132 or\_pnc\_parity\_>4 [0.03, 0.03] 133 probs\_of\_attending\_pn\_event\_by\_day [[0.4, 0.3, 0.2, 0.05, 0.05], [0.4, 0.3, 0.2, 0.05, 0.05]] 134 135 prob\_delivery\_modes\_ec [[0, 0, 1], [0, 0, 1]] [[0, 0.3, 0.7], [0, 0.3, 0.7]] 136 prob\_delivery\_modes\_spe [[0.05, 0.05, 0.9], [0.05, 0.05, 0.9]] [[0.33, 0.33, 0.34], [0.33, 0.33, 0.34]] 137 residual\_prob\_avd [0.128, 0.128] 138 residual\_prob\_caesarean [0.0188, 0.022] 139 prob\_adherent\_ifa [0.37, 0.34] 140 effect\_of\_ifa\_for\_resolving\_anaemia [0.7, 0.7] 141 number\_ifa\_tablets\_required\_postnatally [93, 93] 142 treatment\_effect\_maternal\_infection\_clean\_delivery [0.4, 0.4] 143 treatment\_effect\_maternal\_chorio\_abx\_prom [0.66, 0.66] 144 treatment\_effect\_amtsl [0.34, 0.34] 145 prob\_haemostatis\_uterotonics [0.57, 0.57] https://www.cochranelibrary.com/cdsr/doi/10.1002/14651858.CD011689.pub3/full#CD011689-sec-0029 146 prob\_successful\_manual\_removal\_placenta [0.75, 0.75] 147 success\_rate\_pph\_surgery [0.79, 0.79] 148 pph\_treatment\_effect\_surg\_md [0.25, 0.25] 149 pph\_treatment\_effect\_hyst\_md [0.25, 0.25] 150 pph\_bt\_treatment\_effect\_md [0.4, 0.4] 151 sepsis\_treatment\_effect\_md [0.2, 0.2] 152 success\_rate\_uterine\_repair [0.83, 0.83] 153 ur\_repair\_treatment\_effect\_md [0.25, 0.25] 154 ur\_treatment\_effect\_bt\_md [0.4, 0.4] 155 ur\_hysterectomy\_treatment\_effect\_md [0.25, 0.25] 156 eclampsia\_treatment\_effect\_severe\_pe [0.41, 0.41] 157 eclampsia\_treatment\_effect\_md [0.4, 0.4] 158 anti\_htns\_treatment\_effect\_md [0.5, 0.5] 159 anti\_htns\_treatment\_effect\_progression [0.49, 0.49] 160 aph\_bt\_treatment\_effect\_md [0.4, 0.4] 161 aph\_cs\_treatment\_effect\_md [0.25, 0.25] 162 treatment\_effect\_blood\_transfusion\_anaemia [0.9, 0.9] 163 prob\_successful\_assisted\_vaginal\_delivery [0.7, 0.7] 164 treatment\_effect\_avd\_still\_birth [0.55, 0.55] 165 treatment\_effect\_cs\_still\_birth [0.25, 0.25] 166 167 prob\_hcw\_avail\_iv\_abx [0.99, 0.99] BEmONC Survey 2015 168 prob\_hcw\_avail\_uterotonic [0.99, 0.99] BEmONC Survey 2015 169 prob\_hcw\_avail\_anticonvulsant [0.93, 0.93] BEmONC Survey 2015 170 prob\_hcw\_avail\_man\_r\_placenta [0.82, 0.82] BEmONC Survey 2015 171 prob\_hcw\_avail\_avd [0.46, 0.46] BEmONC Survey 2015 172 prob\_hcw\_avail\_blood\_tran [0.86, 0.86] BEmONC Survey 2015 173 prob\_hcw\_avail\_surg [0.74, 0.74] BEmONC Survey 2015 174 prob\_hcw\_avail\_neo\_resus [0.98, 0.98] 175 prob\_hcw\_avail\_retained\_prod [0.49, 0.49] 176 177 mean\_hcw\_competence\_hc [[0.602, 0.602], [0.602, 0.602]] Arsenault, C. et al. (2020) ‘Variation in competent and respectful delivery care in Kenya and Malawi: a retrospective analysis of national facility surveys’, Tropical medicine & international health : TM & IH. Trop Med Int Health, 25(4), pp. 442–453. doi: 10.1111/TMI.13361. 178 mean\_hcw\_competence\_hp [[0.662, 0.662], [0.662, 0.662]] Arsenault, C. et al. (2020) ‘Variation in competent and respectful delivery care in Kenya and Malawi: a retrospective analysis of national facility surveys’, Tropical medicine & international health : TM & IH. Trop Med Int Health, 25(4), pp. 442–453. doi: 10.1111/TMI.13361. 179 180 allowed\_interventions [["prophylactic\_labour\_interventions", "assessment\_and\_treatment\_of\_severe\_pre\_eclampsia", "assessment\_and\_treatment\_of\_obstructed\_labour", "assessment\_and\_treatment\_of\_maternal\_sepsis", "assessment\_and\_treatment\_of\_hypertension", "assessment\_and\_treatment\_of\_eclampsia", "assessment\_and\_plan\_for\_referral\_antepartum\_haemorrhage", "assessment\_and\_plan\_for\_referral\_uterine\_rupture", "active\_management\_of\_the\_third\_stage\_of\_labour", "assessment\_and\_treatment\_of\_pph\_retained\_placenta", "assessment\_and\_treatment\_of\_pph\_uterine\_atony"], ["prophylactic\_labour\_interventions", "assessment\_and\_treatment\_of\_severe\_pre\_eclampsia", "assessment\_and\_treatment\_of\_obstructed\_labour", "assessment\_and\_treatment\_of\_maternal\_sepsis", "assessment\_and\_treatment\_of\_hypertension", "assessment\_and\_treatment\_of\_eclampsia", "assessment\_and\_plan\_for\_referral\_antepartum\_haemorrhage", "assessment\_and\_plan\_for\_referral\_uterine\_rupture", "active\_management\_of\_the\_third\_stage\_of\_labour", "assessment\_and\_treatment\_of\_pph\_retained\_placenta", "assessment\_and\_treatment\_of\_pph\_uterine\_atony"]] 181 182 prob\_intervention\_delivered\_anaemia\_assessment\_pnc [0.14, 0.18] 183 184 analysis\_year 2023 185 la\_analysis\_in\_progress False 186 alternative\_bemonc\_availability False 187 alternative\_cemonc\_availability False 188 bemonc\_availability 1 189 cemonc\_availability 1 190 bemonc\_cons\_availability 1 191 cemonc\_cons\_availability 1 192 alternative\_pnc\_coverage False 193 alternative\_pnc\_quality False 194 pnc\_availability\_odds 3 195 pnc\_availability\_probability 1 196 sba\_sens\_analysis\_max False 197 pnc\_sens\_analysis\_max False 198 pnc\_sens\_analysis\_min False ==== ======================================================= ================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================================= ================================================================================================================================================================================================================================================================================== ============ ============