parameter values (.csv)

Download original .csv file from GitHub

parameter_name

value

Unnamed: 2

Unnamed: 3

Unnamed: 4

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