Abstract:
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Abstract
Background: Breast feeding (BF) is one of the most important postpartum care to the newborn
to survive which should be initiated within an hour of birth and continue exclusively in the first
six months. However, suboptimal BF contributes to a significant number of infant deaths in
developing countries. Positive Deviance Approach (PDA) was not tested and studied so far,
whether it improves the poor practices of Exclusive Breast feeding (EBF) and Timely Initiation
of Breastfeeding (TIBF) in Jimma town. Along with, understanding the end-user satisfaction and
its drivers was essential to determine whether this approach will be viable in the long run. In a
certain intervention, measuring implementation outcomes (the effects of deliberate actions) to
explain the process and desired outcomes is paramount. In this regard, to what extent the
participants’ perceive/rate these outcomes were not known. Moreover, these psychometric
outcome measures lack conceptual clarity, reliability and validity to the context.Very
importantly; this behavioral intervention was not evaluated for its usefulness.
As a result, we designed a study with the following objectives; (1) determine the effectiveness of
PDA in increasing the proportion of EBF practice, (2) determine the effectiveness of PDA in
increasing the proportion of TIBF, survival probability of timely initiation and its pooled
predictors, (3) determine the level of end-user satisfaction with PDA intervention and identify
multi-level predictors to explain variability, (4) measure implementation outcomes, determine
valid and reliable scales and analyzing their correlation and variation, and (5) evaluate the cost-
effectiveness of PDA in promoting EBF.
Methods: A cluster-randomized controlled trial was employed in Jimma town from February 01
to September 30, 2018. Six randomly selected clusters(Kebeles) were randomized into two arms.
Then 260 pregnant women who met the eligibility criteria were enrolled either into the
intervention or control arm depending on where they lived. Women in the intervention group
received informational counseling and social support in addition to the usual service to promote
EBF, from women-identified and trained as positive deviants in their community, while those in
the control groups received the usual community-based services from urban health extension
professionals. Data on primary and secondary outcome variables were collected at three points,
and statistical difference was estimated using Chi-X2 or Fisher exact test. The net effect of the
intervention was determined. The magnitude of the intervention effect was estimated using the
relative risk (RR). General Linear Model (GLM) for repeated measures, while log-binomial
regression-Generalized Estimating Equations (GEE) for a point measure considering binary
outcomes were used. The baseline, midline and end-line data were analyzed to see the effect on
EBF, while only the midline data were used for TIBF. The survival data were summarized using
estimates of survival functions with the Log-Rank test and compared by Kaplan-Meier (KM)
curves. The predictors of time to initiate BF were estimated by Cox-regression model and
interpreted using adjusting hazard ratio.
The data for the end-users’ satisfaction with and Implementation Outcomes (IOs) of PDA were
collected between September 01-25, 2020, and from August 28, 2020 to September 30, 2020
respectively. The study participants for the satisfaction study were mothers and their relevant
others (n=260 end-users) who are living in the intervention clusters, while intervention
implementation participants/stakeholders (n=384) were for the IOs. End-users were invited to
assess individual and community-level factors and their satisfaction. The validity and reliability
of the satisfaction measurement scales was checked. The satisfaction mean scores were
standardized using Percentages Scale Mean Score (PSMS) formulae. Two-level mixed-effects
linear regression models were performed to fit individual, community, and mixed-level variables.
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As a follow-up study, implementation participants were assessed for their perception toward
implementation outcomes of PDA. The developed tool was validated. The determined mean
scores indicates to what extent each scales were rated. Pearson’s correlation, independent
sample t-test or One Way ANOVA was used to see the relationship among these outcomes and
mean variabilities against selected background characteristics. The explained variation of scales
was checked using coefficient of determination (r2).
A cost-effectiveness analysis was done considering the two trial arms such as intervention
(n=130) and control (n=130). The design for this study was a mixed of alongside a cluster
randomized controlled trial (cRCT) with decision models built on common causes of childhood
morbidity and mortality, and maternal Health Related Quality of Life (HRQoL) for the first 59
and 6 months respectively. Checklist was used to collect input/cost data for both control (routine
care cost) and intervention costs. Infant outcomes were analyzed from the literature and our trial
report, while maternal HRQoL measured using an adapted EuroQol (EQ-5D) tool. Those costs
and outcomes were compared between the arms. The main outcome measures were the
intervention cost, Disability Adjusted Life Years (DALYs) for infants and maternal Quality
Adjusted Life Years (QALYs). Data were analyzed using Excel-spread sheet 2013, and SPSS
21.0. Independent samples t-test and One Way ANOVA were used to compare the mean scores,
and mixed-effects linear regression model was fitted to determine the effect size. In analyzing
data for all of these studies, assumptions were checked as appropriate. For every statistical tests,
95% CI with a P-value of < 0.05 was used.
Results: While analyzing the data to evaluate the effectiveness of PDA on EBF and TIBF
practices, EBF was significantly different between the groups at mid and end points, while no
difference at baseline. A higher proportion of mothers in the intervention group reported EBF
compared to the control group at mid and end-line. The rate of EBF increased by 18.5%
(P=0.01) in the intervention group while 0.2% in the counterparts; with a net effect of +18.2%.
The probability of practicing EBF was significantly higher for the intervention group compared
to the control group. At baseline, the relative risk of avoiding EBF was similar among the two
groups. However, at follow-up, mothers in the intervention group were 2 times more likely to
practice EBF compared to those in the control group. Similarly, TIBF was significantly different
between the groups at midline but not at baseline. A higher proportion (60.47%) of mothers in
the intervention group initiated timely BF compared to the control group (27.1%) at midline,
with a net effect of +27.3%. Unlike the baseline, mothers in the intervention group were almost 2
times more likely to initiate BF timely (RR:1.64, 95% CI:1.268-2.121; P:0.000) compared to the
counterparts. The life table showed that half of the BF initiation occurred in the first hour of
birth in the intervention group while takes longer time in the control group. The timely initiation
survival probability was 65% in the intervention group whereas 40% in the control group. The
median time to initiate BF was 1 and 2 hours in the intervention and control group respectively.
Cox-Regression revealed that parity, sex preference, mode of delivery, the health status of
mother, support of relevant others, knowledge, and attitude of EBF were pooled predictors of
TIBF (p<0.05).
Findings from the analysis of end-users’ satisfaction showed that the overall level of end-users’
satisfaction (PSMS) with PDA as an intervention to improve EBF was 50.9% with a maximum
score of 99% and a minimum of 8%. Of the emerged satisfaction measuring scales, the
standardized mean score for the user empowerment scale was the highest (53.7%). Five scales
were emerged with 84.2% of the total variability explained in users’ satisfaction. The mixed-
effect model revealed that age, occupation, experience of breastfeeding(BF), knowledge,
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attitude, self-efficacy, main source of BF information, previous home visit/support received from
HEPs, participation in any social activities, and perceived community support for BF were
independent two-level predictors of satisfaction.
Whereas, the findings from the assessment of IOs of PDA revealed that the total variability
explained by the emerged scales was 72.1%. Valid and reliable 52 items were developed to
measure these outcomes. The maximum mean score was for ‘appropriateness scale’ 27.81
(6.5SD), while the minimum was for ‘implementation cost scale’ 11.37 (5.2SD). The overall
mean score was 164.18(26.8SD). Majority (66.7%) of outcomes of PDA were highly rated.
Implementation fidelity, penetration, organizational readiness, and sustainability scores were
positively and significantly correlated with acceptability of the approach. Furthermore,
significant mean differences were observed between sexes, educational status, roles of the
participants and level of engagement. Of all the explained variations among the measurement
scales, the maximum variation explained was observed between acceptability and
implementation fidelity (36%).
Finally, the cost-effectiveness analysis revealed that the mean PDA intervention cost per person
(infant-mother pair) was $5.9 more than the usual care estimated for 6 to 59 months. The mean
incremental DALYs and QALY of the intervention were 0.40 and 0.18 respectively. The
Incremental Cost-effectiveness Ratio (ICER) for infants and mothers were $14.75/DALY averted
and $32.8/QALY gained respectively. Each extra DALY averted for infants and QALY gained for
mothers by the PDA as an intervention to promote EBF relative to the control group costed (or
will cost) $14.75 and $32.8 USD respectively.
Conclusion: PDA is an effective intervention strategy to promote EBF and TIBF. It was also
effective in shorting the time to initiate BF, median time, and the survival probability among the
intervention group. More than half of the end-users were satisfied with PDA, and the
variabilities were predicted by multi-level factors. This study also identified nine valid, reliable
and well explained IO measures that help to understand the intervention reality. Majority of
outcome measures were highly rated by intervention participants which suggest as it is a
promising approach to promote EBF by PDs. However, addressing the perception of
participants about feasibility, adaptability and cost issues need great attention before and during
implementation. Objectively, this approach is feasible and cost-effective. Therefore, we
recommend the use of PDA to promote EBF as an added strategy to the existing maternal and
child urban health program.
Keywords: Effectiveness, positive deviance approach, exclusive and timely initiation of
breastfeeding, survival probabilities, user satisfaction, multi-level predictors, implementation
outcome measurement scales, cost-effectiveness, cluster randomized trial, follow-up study,
Ethiopia