Table 3.
Momentary Negative Affect Items as a Function of Stressor Recency, Lagged Stressor, Lagged Affect and Age.
Angry/Hostile | Tense/Anxious | Depressed/Blue | Unhappy | Frustrated | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|
| |||||||||||
Fixed Effect | Categ. | Estimate | SE | Estimate | SE | Estimate | SE | Estimate | SE | Estimate | SE |
Intercept | 21.75* | 9.38 | 30.03** | 10.71 | 21.74 | 11.90 | 21.79 | 11.68 | 21.27 | 12.01 | |
Stressor Recency | 0–5 | 19.42*** | 1.84 | 22.04*** | 2.17 | 8.98*** | 1.81 | 23.60*** | 2.19 | 28.75*** | 2.30 |
5–10 | 16.98*** | 1.40 | 19.31*** | 1.58 | 10.00*** | 1.39 | 19.30*** | 1.70 | 23.93*** | 1.74 | |
10–30 | 14.41*** | 1.33 | 18.24*** | 1.48 | 8.17*** | 1.32 | 18.56*** | 1.62 | 22.05*** | 1.64 | |
30–60 | 12.95*** | 1.43 | 13.58*** | 1.62 | 9.30*** | 1.42 | 16.55*** | 1.74 | 18.56*** | 1.78 | |
60–150 | 10.65*** | 1.37 | 12.02*** | 1.54 | 9.78*** | 1.36 | 14.90*** | 1.66 | 17.61*** | 1.70 | |
No stressor | ref. | ref. | ref. | ref. | ref. | ||||||
Age | −0.07 | 0.15 | 0.09 | 0.16 | −0.13 | 0.19 | −0.09 | 0.18 | −0.12 | 0.18 | |
Age x Stressor Recency | 0–5 | −0.05 | 0.16 | 0.36 | 0.19 | 0.06 | 0.16 | −0.20 | 0.19 | −0.28 | 0.20 |
5–10 | −0.32* | 0.13 | 0.02 | 0.15 | 0.17 | 0.13 | −0.20 | 0.16 | −0.39* | 0.16 | |
10–30 | −0.46** | 0.12 | −0.15 | 0.14 | <−0.01 | 0.12 | −0.50** | 0.15 | −0.52** | 0.15 | |
30–60 | −0.53** | 0.14 | −0.12 | 0.15 | −0.06 | 0.13 | −0.38* | 0.16 | −0.45** | 0.17 | |
60–150 | −0.24 | 0.13 | −0.09 | 0.14 | −0.29* | 0.13 | −0.29 | 0.15 | −0.33* | 0.16 | |
No stressor | ref. | ref. | ref. | ref. | ref. | ||||||
Lagged Stressor | 5.14*** | 0.72 | 6.53*** | 0.83 | 4.06*** | 0.71 | 6.22*** | 0.81 | 7.99*** | 0.88 | |
Age x Lagged Stressor | −0.12 | 0.06 | 0.04 | 0.19 | 0.02 | 0.07 | −0.06 | 0.07 | −0.11 | 0.08 | |
Lagged Affect | −0.23*** | 0.01 | 0.04 | 0.08 | −5.26 | 7.26 | −0.20 | 0.07 | −0.22*** | 0.01 | |
Person-Average Stressor Exposure | 2.86 | 6.90 | 18.55* | 7.33 | 6.71 | 8.68 | 12.95 | 8.58 | 15.99 | 8.22 | |
Age x Person-Avg Stressor Exposure | −0.12 | 0.70 | −0.87 | 0.73 | 0.54 | 0.89 | 0.06 | 0.87 | 0.37 | 0.82 | |
| |||||||||||
Random Effect | Estimate | SE | Estimate | SE | Estimate | SE | Estimate | SE | Estimate | SE | |
| |||||||||||
Level 3: Between Person | |||||||||||
Var(Intercept) | 158.05*** | 18.66 | 209.44*** | 24.06 | 258.11*** | 29.72 | 248.23*** | 28.99 | 273.83*** | 30.75 | |
Var(Stressor) | 138.37*** | 21.12 | 131.46*** | 22.15 | 144.40*** | 23.74 | 226.34*** | 33.95 | 205.56*** | 32.27 | |
Var(Lagged Stressor) | 34.15*** | 8.36 | 40.97*** | 11.19 | 37.58*** | 8.64 | 43.12*** | 10.69 | 51.01*** | 12.83 | |
Cov(Intercept, Stressor) | −21.14 | 14.33 | −13.26 | 17.40 | −21.89 | 17.83 | −43.85 | 21.96 | −56.65* | 23.38 | |
Cov(Intercept, Lagged Stressor) | −9.48 | 9.30 | −15.76 | 13.27 | −12.08 | 11.28 | −5.83 | 12.27 | 39.41** | 15.18 | |
Cov(Stressor, Lagged Stressor) | 46.13*** | 10.37 | 30.02* | 11.80 | 52.49*** | 11.53 | 66.31*** | 14.91 | 51.01*** | 12.82 | |
Level 2: Within Person (Across Days) | |||||||||||
Var(Intercept) | 39.83*** | 3.09 | 63.37*** | 4.77 | 47.83*** | 3.14 | 58.37*** | 4.17 | 67.30*** | 4.80 | |
Level 1: Within Person (Across Beeps and Days) | |||||||||||
Residual | 174.40*** | 3.36 | 273.09*** | 5.16 | 158.29*** | 3.06 | 226.64*** | 4.36 | 272.61*** | 5.12 |
Note:
p < .05,
p < .01,
p < .001.
Tense/Anxious and Frustrated: Nperson=199; Nobservations=8413. Angry and Unhappy: Nperson=184; Nobservations=7989; Unhappy: Nperson=184; Nobservations=7983. Stressor Recency refers to self-reported minutes between stressor occurrence and the current survey; period between surveys was 2.5 hours on average. Lagged Stressor refers to the lagged effect of stressor reports at the previous survey, which represents stressors occurring approximately 2.5–5 hours prior to the reports of current NA. The Stressor term in the Random Effects is a binary variable that describes whether a stressor was reported as occurring since the last survey. The reference category for Stressor Recency, Stressor, and Lagged Stressor is No Stressor Reported. Models are parallel to the composite NA model displayed in Table 2. As such, this model included race-ethnicity, education, gender, income and momentary reports of current location, activities, and social partners as controls. For parsimony, these effects are not reported in the table.