Interaction multiplicative effect | Interaction additive effect | |||||||||
ORs | 95% CI† | P values† | Average marginal effect* | 95% CI† | P values† | |||||
Unadjusted | Adjusted | Unadjusted | Adjusted | Unadjusted | Adjusted | Adjusted | ||||
Model 1 (Industry SIC 2007) | Accommodation and food services | 2.32 | 2.71 | 1.57 to 5.40 | 1.57‒4.68 | 0.002 | 0.001 | 0.11 | 0.05 to 0.18 | 0.001 |
Agriculture, forestry and fishing | 0.56 | 0.65 | 0.18 to 1.77 | 0.2‒2.14 | 0.323 | 0.483 | −0.04 | −0.16 to 0.08 | 0.528 | |
Mining, energy and water supply | 1.31 | 1.67 | 0.58 to 2.98 | 0.72‒3.86 | 0.512 | 0.231 | 0.06 | −0.03 to 0.15 | 0.210 | |
Manufacturing | 2.40 | 3.01 | 1.57 to 3.63 | 1.92‒4.74 | 0.001 | 0.001 | 0.09 | 0.05 to 0.13 | 0.001 | |
Construction | 2.20 | 2.73 | 1.29 to 3.77 | 1.55‒4.81 | 0.004 | 0.001 | 0.08 | 0.04 to 0.12 | 0.001 | |
Wholesale and retail trade motor repair | 1.93 | 2.33 | 1.37 to 2.71 | 1.61‒3.38 | 0.001 | 0.001 | 0.08 | 0.05 to 0.12 | 0.001 | |
Transportation and storage | 1.40 | 1.73 | 0.76 to 2.35 | 0.95‒3.13 | 0.243 | 0.072 | 0.04 | −0.01 to 0.09 | 0.075 | |
Information and communication | 1.97 | 2.39 | 1.18 to 3.30 | 1.41‒4.07 | 0.010 | 0.001 | 0.08 | 0.04 to 0.13 | 0.001 | |
Financial and insurance activities | 1.20 | 1.42 | 0.76 to 1.88 | 0.88‒2.28 | 0.440 | 0.148 | 0.03 | −0.01 to 0.07 | 0.131 | |
Real estate activities | 1.90 | 2.38 | 0.77 to 4.73 | 0.92‒6.14 | 0.167 | 0.073 | 0.09 | −0.01 to 0.19 | 0.070 | |
Professional, scientific and technical | 2.60 | 3.15 | 1.85 to 3.67 | 2.17‒4.57 | 0.001 | 0.001 | 0.10 | 0.07 to 0.13 | 0.001 | |
Administrative and support services | 1.79 | 2.06 | 1.08 to 2.95 | 1.22‒3.49 | 0.024 | 0.007 | 0.06 | 0.02 to 0.10 | 0.004 | |
Public administration and defence | 1.71 | 2.20 | 1.22 to 2.41 | 1.52‒3.17 | 0.002 | 0.001 | 0.08 | 0.04 to 0.11 | 0.001 | |
Education | 2.02 | 2.44 | 1.58 to 2.57 | 1.84‒3.23 | 0.001 | 0.001 | 0.09 | 0.06 to 0.12 | 0.001 | |
Human health and social work activities | 1.81 | 2.18 | 1.46 to 2.26 | 1.69‒2.83 | 0.001 | 0.001 | 0.08 | 0.06 to 0.11 | 0.001 | |
Other services | 1.87 | 2.27 | 1.28 to 2.73 | 1.52‒3.4 | 0.001 | 0.001 | 0.07 | 0.04 to 0.11 | 0.001 | |
(Model 2) Socioeconomic class NS-SEC | Large employers and higher management | 1.56 | 1.91 | 1.08 to 2.26 | 1.29‒2.83 | 0.019 | 0.001 | 0.07 | 0.03 to 0.11 | 0.001 |
Higher professional | 2.11 | 2.60 | 1.61 to 2.78 | 1.92‒3.52 | 0.001 | 0.001 | 0.09 | 0.06 to 0.11 | 0.001 | |
Lower management and professional | 1.95 | 2.38 | 1.66 to 2.29 | 1.92‒2.95 | 0.001 | 0.001 | 0.08 | 0.07 to 0.10 | 0.001 | |
Intermediate | 1.72 | 2.08 | 1.33 to 2.23 | 1.54‒2.8 | 0.001 | 0.001 | 0.07 | 0.04 to 0.10 | 0.001 | |
Small employers and own account | 2.60 | 3.24 | 1.89 to 3.57 | 2.28‒4.63 | 0.001 | 0.001 | 0.10 | 0.07 to 0.14 | 0.001 | |
Lower supervisory and technical | 1.91 | 2.31 | 1.23 to 2.96 | 1.44‒3.7 | 0.004 | 0.001 | 0.08 | 0.03 to 0.12 | 0.001 | |
Semi-routine | 1.79 | 2.13 | 1.37 to 2.33 | 1.57‒2.89 | 0.001 | 0.001 | 0.07 | 0.04 to 0.10 | 0.001 | |
Routine | 1.36 | 1.66 | 0.9 to 2.06 | 1.06‒2.58 | 0.145 | 0.025 | 0.05 | 0.01 to 0.09 | 0.022 | |
(Model 3) Occupation (SOC) | Managers–directors and senior officials | 2.09 | 2.56 | 1.52 to 2.86 | 1.78‒3.67 | 0.001 | 0.001 | 0.10 | 0.06 to 0.13 | 0.001 |
Professional occupations | 1.91 | 2.34 | 1.54 to 2.37 | 1.78‒3.06 | 0.001 | 0.001 | 0.09 | 0.06 to 0.12 | 0.001 | |
Associate professional and technical occupations | 2.00 | 2.47 | 1.52 to 2.64 | 1.78‒3.42 | 0.001 | 0.001 | 0.09 | 0.06 to 0.12 | 0.001 | |
Administrative and secretarial occupations | 1.55 | 1.89 | 1.14 to 2.09 | 1.32‒2.7 | 0.00 | 0.001 | 0.07 | 0.03 to 0.11 | 0.001 | |
Skilled trades occupations | 2.32 | 2.88 | 1.25 to 4.32 | 1.48‒5.6 | 0.008 | 0.002 | 0.09 | 0.04 to 0.15 | 0.002 | |
Caring–leisure and other service occupations | 1.82 | 2.17 | 1.28 to 2.59 | 1.45‒3.24 | 0.001 | 0.00 | 0.07 | 0.03 to 0.11 | 0.001 | |
Sales and customer service occupations | 2.50 | 3.01 | 1.38 to 4.54 | 1.61‒5.62 | 0.003 | 0.001 | 0.11 | 0.05 to 0.17 | 0.001 | |
Process–plant and machine operatives | 2.01 | 2.47 | 1.08 to 3.75 | 1.28‒4.74 | 0.029 | 0.007 | 0.07 | 0.02 to 0.13 | 0.011 | |
Elementary occupations | 1.26 | 1.60 | 0.8 to 1.99 | 0.98‒2.61 | 0.320 | 0.063 | 0.05 | −0.01 to 0.10 | 0.058 |
Note: grey-shadowed areas represent estimations for the unadjusted models.
*Show the change in probability of GHQ caseness from pre-pandemic period to pandemic period.
†CIs and p values are estimated for the interaction term separately for each value of our exposure variables.
GHQ, General Health Questionnaire; NS-SEC, National Statistics Socio-Economic Classification; SIC, Standard Industrial Classification.