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Table 3 Percent contribution to total X → Y effect (cp)

From: Social media and partnership jointly alleviate caregivers’ psychological distress: exploring the effects of online and offline connectedness

Indicator

Equation

Range

Eq

Percent contribution of total effect to total effect (c)

\({c}_{p}\left(c\right)=\frac{{b}_{p}\left(c\right)}{|{b}_{p}\left(c\right)|}\)

cp (c) = 1 or

cp (c) = -1

1

Percent contribution of indirect effect (ab) to total effect (c)

\({c}_{p}\left(ab\right)=\frac{{b}_{p}\left(ab\right)}{{|b}_{p}\left(c\right)|}\)

-∞ < cp (ab) < ∞

|cp (ab)| ≤|cp (c)|

2

Percent contribution of direct & remainder effect (d) to total effect (c)

\({c}_{p}\left(d\right)=\frac{{b}_{p}\left(d\right)}{|{b}_{p}\left(c\right)|}\)

-∞ < cp (d) < ∞

|cp (d)| ≤|cp (c)|

3

Percent contribution of 1st-leg effect (a) to total effect (c)

\({c}_{p}\left(a\right)=\frac{{|b}_{p}\left(a\right)|}{|{b}_{p}\left(a\right)|+{|b}_{p}\left(b\right)|}\times {c}_{p}\left(ab\right)\)

-∞ < cp (a) < ∞

|cp (a)| ≤|cp (ab)|

4

Percent contribution of 2nd-leg effect (b) to total effect (c)

\({c}_{p}\left(b\right)=\frac{{|b}_{p}\left(b\right)|}{|{b}_{p}\left(a\right)|+{|b}_{p}\left(b\right)|} \times {c}_{p}\left(ab\right)\)

-∞ < cp (b) < ∞

|cp (b)| ≤|cp (ab)|

5

  1. Before parenthesis. cp: percent contribution to total effect, c. bp: percentage coefficient
  2. Within parenthesis. (a): first leg of the indirect path. (b): second leg of the indirect path
  3. (ab): indirect path. (d): direct & remainder path. (c): total effect