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Table 3 Structural equation modelling and mediation analysis to estimate the contribution of infant HIV exposure and ART score to %MTCT and the paediatric case rate

From: What will it take for the Global Plan priority countries in Sub-Saharan Africa to eliminate mother-to-child transmission of HIV?

Main outcome: %MTCT

a) Structural equation model

 

Path

Coef (95%CI)

Standardized coef

p-value

 Direct effects

HEI → % MTCT

0.11 (-0.15, 0.37)

0.15

0.398

ART_score → % MTCT

-0.11 (-0.15, 0.08)

-0.85

<0.001

HEI → ART_score

3.64 (2.27, 5.02)

0.63

<0.001

Indirect (mediation) effectb

HEI → % MTCT

-0.41 (-0.61, -0.21)

-0.54

<0.001

Total effects

HEI → % MTCT

-0.30 (-0.54, -0.05)

-0.39

0.018

ART_score → % MTCT

-0.11 (-0.15, -0.08)

-0.85

<0.001

HEI → ART_score

3.65 (2.27, 5.02)

0.63

<0.001

b) Linear Regression model

 Model

independent variable

outcome

Coef (95% CI)

Standardized coef. (Adjusted R2)

p-value

 Simple linear

HEI

% MTCT

-0.27 (-0.58, 0.04)

-0.35 (0.08)*

0.089

ART_score

% MTCT

-0.10 (-0.14, -0.06)

-0.74 (0.53)*

<0.001

HEI

ART_score

3.39 (1.41, 5.36)

0.60 (0.34)*

0.002

 Multiple regression

HEI

ART_score

% MTCT

0.11 (-0.17, 0.40)

0.15.a

0.418

%MTCT

-0.11 (-0.16, -0.06)

-0.85 (0.53a) 

<0.001

Mediated effectsb

HEI

% MTCT

-0.38 (-0.64, -0.21)

 

<0.001

Main Outcome: Paediatric case rate (case-rate)

a) Structural equation model

Effect

Path

Coef (95%CI)

Standardized coef

p-value

 Direct effects

HEI → Case_rate

82.2 (66.1,98.3)

1.03

<0.001

ART_score → Case_rate

-2.9 (-5.7, -0.01)

-0.21

0.05

HEI → ART_score

3.7 (2.0, 5.5)

0.64

<0.001

Indirect (mediation) effectb

HEI → Case_rate

-10.6 (-22.4, 1.2)

-0.13

0.077

Total effects

HEI → Case_rate

71.6 (57.9, 85.3)

0.90

<0.001

ART_score → Case_rate

-2.9 (-5.7, -0.01)

-0.21

0.05

HEI → ART_score

3.73 (2.0, 5.5)

0.64

<0.001

b) Linear Regression model

 Model

predictor

outcome

Coef (95% CI)

Standardized coef. (Adjusted R2)

p-value

 Simple linear

HEI

Case_rate

72.8 (57.5, 88.2)

0.90 (0.81)*

<0.001

ART_score

Case_rate

6.1 (0.92, 11.4)

0.45 (0.17)*

0.023

HEI

ART_score

3.4 (1.4, 5.4)

0.60 (0.34)*

0.002

 Multiple regression

HEI

Case_rate

82.8 (64.6, 101.1)

1.03 (0.83a)

<0.001

ART_score

Case rate

-3.0 (-6.2, 0.31)

-0.20

0.074

Mediated effectsb

HEI

Case_rate

-10.0 (-21.8, 1.8)

 

>0.05

  1. HEI=Infant HIV exposure, case-rate= number of new paediatric HIV infections per 100 000 live births (paediatric HIV case rate), %MTCT= percent mother to child transmission of HIV, ART-score=% of HIV on treatment + % HIV-suppressed + % of pregnant women on ART.
  2. a: Adjusted R2 for full multiple regression model b indicated mediated effects   *indicates proportion of outcome (out of 1) explained by this variable in simple linear regression