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. 2021 Mar 15;23(3):e18876. doi: 10.2196/18876

Table 2.

Association of the number of family instant message (IM) chat groups (N=1638) and use (N=1180) with family communication, family functioning, and family well-being.

Variable Respondents, n (%) Family communication quality (10-50), adjusted β (95% CI) Family functioninga (0-10), adjusted β (95% CI) Family well-being (0-10), adjusted β (95% CI)



Model 1b Model 2c Model 1 Model 2 Model 1 Model 2
Number of family IM groups

0 458 (28.0) Reference Reference Reference Reference Reference Reference

1 356 (21.7) .82 (–.76 to 2.42) .64 (–.88 to 2.15) .70 (.17 to 1.24)** .20 (–.55 to .96) .27 (.04 to .49)* .11 (–.16 to .38)

2 273 (16.7) 1.02 (–.67 to 2.72) .86 (–.75 to 2.48) .52 (–.06 to 1.10) .19 (–.62 to .99) .39 (.14 to .64)** .21 (–.09 to .51)

≥3 551 (33.6) 2.39 (1.01 to 3.76)*** 2.04 (.72 to 3.35)** 1.40 (.91 to 1.89)*** 1.09 (.43 to 1.75)*** .61 (.40 to .82)*** .39 (.15 to .64)**

P for trend
<.001 .002 <.001 .001 <.001 .001
Number of received IM from family chat groups/day

<1 94 (8.0) Reference Reference Reference Reference Reference Reference

1-2 338 (28.7) 3.81 (1.21 to 6.40)** 2.73 (.22 to 5.24)* 1.32 (.44 to 2.21)** .41 (–.84 to 1.66) .25 (–.10 to .59) .03 (–.36 to .43)

3-10 533 (45.3) 4.32 (1.85 to 6.78)*** 3.35 (.97 to 5.73)** 1.74 (.89 to 2.59)*** .84 (–.35 to 2.03) .57 (.24 to .90)*** .35 (–.03 to .72)

11-20 110 (9.4) 6.76 (3.53 to 10.01)*** 5.39 (2.25 to 8.52)*** 2.30 (1.26 to 3.33)*** 1.17 (–.39 to 2.72) .81 (.40 to 1.23)*** .78 (.28 to 1.28)*

>20 102 (8.7) 6.28 (3.23 to 9.32)*** 4.96 (2.01 to 7.91)*** 2.72 (1.66 to 3.79)*** 1.64 (.17 to 3.11)* .93 (.51 to 1.36)*** .79 (.30 to 1.27)*

P for trend
<.001 <.001 <.001 .007 <.001 <.001
Number of sent IM in family chat groups/day

<1 192 (16.3) Reference Reference Reference Reference Reference Reference

1-2 503 (42.7) 2.70 (.86 to 4.53)** 2.46 (.70 to 4.22)** .80 (.17 to 1.43)* .68 (–.19 to 1.56) .44 (.19 to .69)*** .39 (.10 to .68)**

3-10 410 (34.8) 3.83 (1.90 to 5.75)*** 3.13 (1.27 to 4.99)*** 1.35 (.70 to 2.01)*** 1.11 (.19 to 2.03)* .68 (.42 to .94)*** .57 (.27 to .87)***

11-20 49 (4.2) 5.93 (2.61 to 8.19)*** 5.32 (2.24 to 8.40)*** 1.71 (.57 to 2.86)*** 1.11 (–.41 to 2.63) 1.24 (.77 to 1.72)*** 1.34 (.79 to 1.89)***

>20 25 (2.0) 4.34 (.11 to 8.57)* 3.50 (–.55 to 7.55) 2.90 (1.33 to 4.47)*** 2.96 (.95 to 4.97)** .78 (.15 to 1.42)** .62 (–.09 to 1.33)

P for trend
<.001 .001 <.001 .002 <.001 <.001
Frequency of family IM chat interactiond .83 (.47 to 1.19)*** .69 (.34 to 1.04)*** .36 (.23 to .48)*** .27 (.10 to .44)** .16 (.11 to .21)*** .15 (.09 to .21)***

aFamily functioning assessed on the Family Adaptability, Partnership, Growth, Affection, and Resolve (APGAR) scale.

bRegression model 1: adjusted for sex, age, education attainment, family income, and marital status.

cRegression model 2: additionally adjusted for the frequency of face-to-face family communication (often, sometimes, seldom, or never).

dComposite variable, frequency of family IM chat interaction (range 0-8), sum of the number of messages received from IM chat groups and number of messages of sent in IM chat groups per day.

*P<.05; **P<.01; ***P<.001.