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. 2020 Nov 5;20:101241. doi: 10.1016/j.pmedr.2020.101241

Table 3.

Mixed Model Repeated-Measures Analysis of Variance (ANOVA) Examining the Effects of Time (pre-COVID-19 [Feb. 2020] vs. early-COVID-19 [April-May 2020]) on Self-reported and Device-based Physical Activity by Ethnicity and Income.

Variable Vigorous (min/week)
Moderate (min/week)
Walking (min/week)
Steps (counts/day)
df F p η2 df F p η2 df F p η2 df F p η2
Time (WS) 1259 10.602 0.001 0.040 1255 16.686 0.000 0.062 1266 9.247 0.003 0.035 1132 5.716 0.018 0.042
Hispanic (BS) 1259 1.410 0.236 0.005 1255 0.109 0.742 0.000 1266 3.655 0.057 0.014 1132 1.291 0.258 0.010
Income (BS) 3259 2.335 0.074 0.027 3255 0.631 0.596 0.007 3266 0.844 0.471 0.010 3132 3.017 0.032 0.064
Time (WS) × Hispanic (BS) 1259 1.071 0.302 0.004 1255 0.694 0.405 0.003 1266 4.289 0.039 0.017 1132 0.129 0.720 0.001
Time (WS) × Income (BS) 3259 0.617 0.604 0.007 3255 1.203 0.309 0.014 3266 2.935 0.034 0.034 3132 3.075 0.030 0.065

n = 268 for vigorous, n = 264 for moderate, n = 265 for walking, and n = 143 for steps. η2 = effect size (partial eta squared). WS = within-subject effect. BS = between-subject effect. Self-reported minutes of vigorous, moderate, and walking physical activity per week were assessed by the short-form International Physical Activity Questionnaire (IPAQ). Device-based step counts per day were assessed by the on-board accelerometer in participants’ personal smartphones. Vigorous, moderate, walking, and steps were cube root transformed to adjust for positive skew. Hispanic/Latino (vs. non-Hispanic/Latino), and annual household income ($12,500–$26,999, $27,000–$59,999, $60,000–$99,999, more than $100,000). All models adjust for the main effects and interactions of age (18–39 years, 40–59 years, and 60+ years), sex (male vs/ female), and weight status (underweight is <18.5 kg/m2, normal weight is ≥18.5 kg/m2 and <25 kg/m2, overweight is ≥25 kg/m2 and <30, obese is ≥30 kg/m2) with Time.