17 18 19 20 21 22 49 statistically significantly positive relationship between increasing implementation strength and 50 higher rates of modern contraceptive use. Decisionmakers at the various levels of health 51 authority can use this type of summary measure to better understand the combined impact of 52 their diverse FP programming and inform future programmatic and policy decisions. The 53 findings also reinforce the idea that having a well-supported and supplied cadre of community 54 health workers supplementing FP provision at the health facility can be an important health 55 systems mechanism, especially in rural settings and to target youth populations. 56 57 58 59 60 61 62 63 64 65 66 Page 5 of 25 91 multiple national and subnational FP programs. 17,18,19 This is evident in their recent national 92 strategy policies and initiatives, such as their Youth-Friendly Health Services (YFHS) 93 program. 20,21 94 95 The Malawi FP delivery system includes government, faith-based (Christian Health Association 96 of Malawi -"CHAM"), and NGO facilities, as well as two types of community health workers: 97 paid Health Surveillance Agents (HSAs) who can provide male condoms, oral contraceptive pills 98 (OCPs), and injectables (the most popular form of FP in Malawi) and voluntary Community-99 Based Distribution Agents (CBDAs), who can provide male condoms and OCPs directly to 100 women.
101102 Previous studies have shown mixed results in demonstrating a clear association between 103 structural quality or readiness (an analogue to implementation strength) and contraceptive 104 use. 22,23,24 Yet, very few of these studies include outreach services or analyze the combined 105 impact of the implementation of multiple FP programs at the national scale. 25,26,30 We conducted 106 an Implementation Strength Assessment (ISA) in 2017 to measure the strength of FP programs 107 delivered across the community and facility levels in Malawi and developed a summary measure 108 that reflects the combined implementation strength of FP programs across these levels. 27 Using 109 this summary measure, this paper reports on the association between the implementation strength 110 of FP programs and modern contraceptive use among Malawian women. 112 Materials and Methods 113 This study draws from two data sources from Malawi: the 2017 ISA of FP programs and the 114 2015 Malawi Demographic and Health Survey (DHS). 115 116 Data source for independent variable 117 We reported previously on the methods the ISA conducted in Malawi in 2017. 27 The ISA was a 118 cross-sectional, mobile phone-based survey conducted from May to July 2017 that aimed to 119 understand how strongly FP programs, especially those directed at youth, were being 120 implemented at the health facility and CHW levels across all 28 districts of Malawi. Data were 121 collected across five domains: training of health workers, supervision of health workers, 122 contraceptive method and supply availability, FP demand generation, and accessibility of FP 123 services. 124 125...