Regression results probability to be satisfied with productivity when WFH
| Factors | 1 | 2 | 3 | 4 |
|---|---|---|---|---|
| Age group (ref:35–44) | ||||
| 24 years | −0.087*** [−0.109, −0.064] | −0.101*** [−0.119, −0.082] | −0.104*** [−0.120, −0.088] | −0.104*** [−0.121, −0.088] |
| 25–34 years | −0.027*** [−0.041, −0.013] | −0.034*** [−0.050, −0.017] | −0.037*** [−0.050, −0.024] | −0.037*** [−0.050, −0.023] |
| 45–54 years | 0.049*** [0.027, 0.070] | 0.030* [0.007, 0.052] | 0.031** [0.010, 0.052] | 0.031** [0.010, 0.052] |
| 55–64 years | 0.080*** [0.051, 0.110] | 0.033** [0.010, 0.057] | 0.032** [0.010, 0.053] | 0.032** [0.010, 0.053] |
| 65 years or over | 0.106*** [0.055, 0.157] | 0.041* [0.006, 0.076] | 0.039** [0.011, 0.068] | 0.039** [0.010, 0.067] |
| Prefer not to say | 0.126*** [0.072, 0.179] | 0.091*** [0.038, 0.144] | 0.084** [0.023, 0.145] | 0.082* [0.020, 0.145] |
| Time with company (ref: over 12 years) | ||||
| 0 –6 months | −0.039** [−0.065, −0.013] | 0.001 [−0.024, 0.027] | 0.009 [−0.010, 0.028] | 0.009 [−0.010, 0.028] |
| 6–18 months | −0.035** [−0.062, −0.009] | 0.007 [−0.019, 0.034] | 0.016 [−0.004, 0.037] | 0.016 [−0.005, 0.036] |
| 18 months to three years | −0.043** [−0.074, −0.011] | 0.001 [−0.028, 0.031] | 0.011 [−0.013, 0.035] | 0.010 [−0.014, 0.034] |
| 3 –8 years | −0.035* [−0.069, −0.001] | 0.004 [−0.024, 0.031] | 0.009 [−0.014, 0.032] | 0.009 [−0.014, 0.032] |
| 8–12 years | −0.027* [−0.047, −0.007] | 0.005 [−0.010, 0.020] | 0.007 [−0.004, 0.018] | 0.007 [−0.004, 0.018] |
| Gender (ref: Male) | ||||
| Female | 0.026* [0.004, 0.048] | 0.030*** [0.013, 0.047] | 0.035*** [0.021, 0.048] | 0.048*** [0.038, 0.059] |
| Non-binary | −0.032 [−0.112, 0.048] | 0.004 [−0.036, 0.043] | 0.010 [−0.027, 0.046] | 0.026 [−0.044, 0.095] |
| Prefer not to say | −0.032** [−0.052, −0.012] | 0.004 [−0.009, 0.016] | 0.015* [0.002, 0.029] | 0.034* [0.004, 0.063] |
| Usually present | ||||
| One or more children or dependents | −0.095*** [−0.111, −0.080] | −0.080*** [−0.097, −0.063] | −0.082*** [−0.098, −0.066] | −0.075*** [−0.091, −0.058] |
| A partner or other family member(s) | −0.054*** [−0.075, −0.034] | −0.031*** [−0.042, −0.021] | −0.034*** [−0.047, −0.022] | −0.030*** [−0.045, −0.015] |
| Friend(s) or flatmate(s) | −0.204*** [−0.246, −0.163] | −0.116*** [−0.141, −0.091] | −0.122*** [−0.144, −0.100] | −0.103*** [−0.128, −0.078] |
| Other person(s) | −0.198*** [−0.248, −0.149] | −0.101*** [−0.131, −0.070] | −0.103*** [−0.132, −0.073] | −0.107*** [−0.133, −0.081] |
| Female # one or more children or dependents | −0.018* [−0.034, −0.003] | |||
| Non-binary # one or more children or dependents | 0.102* [0.021, 0.183] | |||
| Prefer not to say # one or more children or dependents | −0.015 [−0.059, 0.029] | |||
| Female # a partner or other family member(s) | −0.010* [−0.018, −0.002] | |||
| Non-binary # a partner or other family member(s) | −0.040 [−0.150, 0.071] | |||
| Prefer not to say # a partner or other family member(s) | −0.021 [−0.049, 0.007] | |||
| Female # friend(s) or flatmate(s) | −0.039** [−0.066, −0.013] | |||
| Non-binary # friend(s) or flatmate(s) | −0.067 [−0.155, 0.021] | |||
| Prefer not to say # friend(s) or flatmate(s) | −0.060 [−0.148, 0.028] | |||
| Female # other person(s) | 0.005 [−0.023, 0.033] | |||
| Non-binary # other person(s) | 0.012 [−0.494, 0.518] | |||
| Prefer not to say # other person(s) | 0.067 [−0.002, 0.137] | |||
| Type of work setting (ref: a dedicated work room or office) | ||||
| Dedicated area | −0.127*** [−0.137, −0.117] | −0.087*** [−0.094, −0.079] | −0.084*** [−0.092, −0.076] | −0.084*** [−0.092, −0.076] |
| Non-work specific location | −0.313*** [−0.330, −0.295] | −0.185*** [−0.197, −0.173] | −0.179*** [−0.189, −0.168] | −0.179*** [−0.189, −0.168] |
| Other | −0.325*** [−0.353, −0.296] | −0.177*** [−0.196, −0.159] | −0.179*** [−0.198, −0.160] | −0.179*** [−0.198, −0.160] |
| Dissatisfied with access to IT devices and tools | −0.357*** [−0.372, −0.342] | −0.208*** [−0.222, −0.193] | −0.204*** [−0.217, −0.191] | −0.204*** [−0.217, −0.191] |
| Dissatisfied with access to software applications/programs | −0.364*** [−0.402, −0.326] | −0.155*** [−0.177, −0.134] | −0.150*** [−0.171, −0.129] | −0.150*** [−0.171, −0.129] |
| Chair (ref: neutral or more) | ||||
| Dissatisfied | −0.313*** [−0.330, −0.295] | −0.105*** [−0.119, −0.092] | −0.105*** [−0.115, −0.094] | −0.105*** [−0.115, −0.095] |
| Not important | −0.076*** [−0.102, −0.051] | −0.023 [−0.051, 0.004] | −0.008 [−0.028, 0.011] | −0.008 [−0.028, 0.012] |
| Desk or table (ref: neutral or more) | ||||
| Dissatisfied | −0.400*** [−0.437, −0.362] | −0.208*** [−0.241, −0.174] | −0.203*** [−0.234, −0.172] | −0.203*** [−0.234, −0.172] |
| Not important | −0.082*** [−0.109, −0.055] | −0.030* [−0.058, −0.002] | −0.026 [−0.055, 0.003] | −0.026 [−0.055, 0.003] |
| Country dummies (ref: the USA) | No | Yes | Yes | |
| Constant | 0.921*** [0.893, 0.950] | 0.930*** [0.909, 0.951] | 0.923*** [0.900, 0.947] | |
| Observations | 137,446 | 137,446 | 137,446 | |
| R-squared | 0.210 | 0.223 | 0.223 | |
| Factors | 1 | 2 | 3 | 4 |
|---|---|---|---|---|
| 24 years | −0.087 | −0.101 | −0.104 | −0.104 |
| 25–34 years | −0.027 | −0.034 | −0.037 | −0.037 |
| 45–54 years | 0.049 | 0.030 | 0.031 | 0.031 |
| 55–64 years | 0.080 | 0.033 | 0.032 | 0.032 |
| 65 years or over | 0.106 | 0.041 | 0.039 | 0.039 |
| Prefer not to say | 0.126 | 0.091 | 0.084 | 0.082 |
| 0 –6 months | −0.039 | 0.001 [−0.024, 0.027] | 0.009 [−0.010, 0.028] | 0.009 [−0.010, 0.028] |
| 6–18 months | −0.035 | 0.007 [−0.019, 0.034] | 0.016 [−0.004, 0.037] | 0.016 [−0.005, 0.036] |
| 18 months to three years | −0.043 | 0.001 [−0.028, 0.031] | 0.011 [−0.013, 0.035] | 0.010 [−0.014, 0.034] |
| 3 –8 years | −0.035 | 0.004 [−0.024, 0.031] | 0.009 [−0.014, 0.032] | 0.009 [−0.014, 0.032] |
| 8–12 years | −0.027 | 0.005 [−0.010, 0.020] | 0.007 [−0.004, 0.018] | 0.007 [−0.004, 0.018] |
| Female | 0.026 | 0.030 | 0.035 | 0.048 |
| Non-binary | −0.032 [−0.112, 0.048] | 0.004 [−0.036, 0.043] | 0.010 [−0.027, 0.046] | 0.026 [−0.044, 0.095] |
| Prefer not to say | −0.032 | 0.004 [−0.009, 0.016] | 0.015 | 0.034 |
| One or more children or dependents | −0.095 | −0.080 | −0.082 | −0.075 |
| A partner or other family member(s) | −0.054 | −0.031 | −0.034 | −0.030 |
| Friend(s) or flatmate(s) | −0.204 | −0.116 | −0.122 | −0.103 |
| Other person(s) | −0.198 | −0.101 | −0.103 | −0.107 |
| Female # one or more children or dependents | −0.018 | |||
| Non-binary # one or more children or dependents | 0.102 | |||
| Prefer not to say # one or more children or dependents | −0.015 [−0.059, 0.029] | |||
| Female # a partner or other family member(s) | −0.010 | |||
| Non-binary # a partner or other family member(s) | −0.040 [−0.150, 0.071] | |||
| Prefer not to say # a partner or other family member(s) | −0.021 [−0.049, 0.007] | |||
| Female # friend(s) or flatmate(s) | −0.039 | |||
| Non-binary # friend(s) or flatmate(s) | −0.067 [−0.155, 0.021] | |||
| Prefer not to say # friend(s) or flatmate(s) | −0.060 [−0.148, 0.028] | |||
| Female # other person(s) | 0.005 [−0.023, 0.033] | |||
| Non-binary # other person(s) | 0.012 [−0.494, 0.518] | |||
| Prefer not to say # other person(s) | 0.067 [−0.002, 0.137] | |||
| Dedicated area | −0.127 | −0.087 | −0.084 | −0.084 |
| Non-work specific location | −0.313 | −0.185 | −0.179 | −0.179 |
| Other | −0.325 | −0.177 | −0.179 | −0.179 |
| Dissatisfied with access to IT devices and tools | −0.357 | −0.208 | −0.204 | −0.204 |
| Dissatisfied with access to software applications/programs | −0.364 | −0.155 | −0.150 | −0.150 |
| Dissatisfied | −0.313 | −0.105 | −0.105 | −0.105 |
| Not important | −0.076 | −0.023 [−0.051, 0.004] | −0.008 [−0.028, 0.011] | −0.008 [−0.028, 0.012] |
| Dissatisfied | −0.400 | −0.208 | −0.203 | −0.203 |
| Not important | −0.082 | −0.030 | −0.026 [−0.055, 0.003] | −0.026 [−0.055, 0.003] |
| No | Yes | Yes | ||
| Constant | 0.921 | 0.930 | 0.923 | |
| Observations | 137,446 | 137,446 | 137,446 | |
| R-squared | 0.210 | 0.223 | 0.223 | |
Standard errors clustered on countries. *p < 0.05; **p < 0.01; ***p < 0.001
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