Age of exit and the likelihood of early exit (−65)
| Age of exit coefficients | Early exit (−65) marginal effects | |||
|---|---|---|---|---|
| No controls | Full model | No controls | Full model | |
| Labour market attachment measures | ||||
| Employment status at age 30 | ||||
| Worked 1–34 h per week | ref.cat | ref.cat | ref.cat | ref.cat |
| Worked 35+ hours per week | 0.203*** | 0.016 | −0.031*** | −0.005 |
| (0.018) | (0.021) | (0.003) | (0.004) | |
| Student | 0.446*** | 0.199*** | −0.067*** | −0.037*** |
| (0.041) | (0.041) | (0.007) | (0.008) | |
| Not employed | −0.212*** | −0.116*** | 0.027*** | 0.010** |
| (0.028) | (0.028) | (0.006) | (0.005) | |
| N.A. during the period | 0.147*** | 0.140*** | −0.038*** | −0.042*** |
| (0.041) | (0.044) | (0.007) | (0.008) | |
| Between the ages of 40–49 | ||||
| Always employed | ref.cat | ref.cat | ref.cat | |
| Employed more than 5 consecutive years | 0.017 | 0.130*** | 0.003 | −0.023*** |
| (0.040) | (0.027) | (0.005) | (0.005) | |
| Employed less than 5 consecutive years | 0.080*** | 0.081** | 0.018** | −0.024*** |
| (0.028) | (0.040) | (0.007) | (0.007) | |
| Not employed in the period | −0.016 | 0.047 | 0.062** | −0.016 |
| (0.135) | (0.134) | (0.027) | (0.023) | |
| N.A. during the period | 0.021 | 0.028 | −0.004 | −0.017 |
| (0.058) | (0.058) | (0.007) | (0.011) | |
| Between the ages of 50–59 | ||||
| Always employed | ref.cat | ref.cat | ref.cat | ref.cat |
| Employed more than 5 consecutive years | −0.327*** | −0.287*** | 0.054*** | 0.057*** |
| (0.028) | (0.028) | (0.005) | (0.006) | |
| Employed less than 5 consecutive years | −0.665*** | −0.595*** | 0.091*** | 0.094*** |
| (0.044) | (0.043) | (0.009) | (0.009) | |
| Not employed in the period | −0.159 | −0.022 | 0.034* | 0.032 |
| (0.102) | (0.101) | (0.019) | (0.020) | |
| N.A. during the period | −0.187** | −0.261*** | 0.020* | 0.064*** |
| (0.081) | (0.080) | (0.012) | (0.017) | |
| Individual-level controls | ||||
| Gender | ||||
| Male | ref.cat | ref.cat | ref.cat | |
| Female | −0.367*** | 0.048*** | 0.050*** | |
| (0.017) | (0.003) | (0.003) | ||
| Educational attainment | ||||
| Primary education | ref.cat | ref.cat | ||
| Secondary education | 0.182*** | −0.018*** | −0.026*** | |
| (0.019) | (0.004) | (0.004) | ||
| Higher education | 0.715*** | −0.089*** | −0.096*** | |
| (0.021) | (0.004) | (0.004) | ||
| Swedish background | ||||
| Native born | ref.cat | ref.cat | ref.cat | |
| Foreign born | −0.183*** | 0.020*** | 0.018** | |
| (0.048) | (0.004) | (0.009) | ||
| Childhood conditions | ||||
| Overcrowded house | ||||
| Non-crowded house | ref.cat | ref.cat | ref.cat | |
| Crowded house | −0.064*** | 0.022*** | 0.010*** | |
| (0.019) | (0.004) | (0.004) | ||
| N.A. | 0.022 | 0.021*** | 0.013 | |
| (0.125) | (0.004) | (0.024) | ||
| Age of exit coefficients | Early exit (−65) marginal effects | |||
|---|---|---|---|---|
| No controls | Full model | No controls | Full model | |
| Worked 1–34 h per week | ref.cat | ref.cat | ref.cat | ref.cat |
| Worked 35+ hours per week | 0.203*** | 0.016 | −0.031*** | −0.005 |
| (0.018) | (0.021) | (0.003) | (0.004) | |
| Student | 0.446*** | 0.199*** | −0.067*** | −0.037*** |
| (0.041) | (0.041) | (0.007) | (0.008) | |
| Not employed | −0.212*** | −0.116*** | 0.027*** | 0.010** |
| (0.028) | (0.028) | (0.006) | (0.005) | |
| N.A. during the period | 0.147*** | 0.140*** | −0.038*** | −0.042*** |
| (0.041) | (0.044) | (0.007) | (0.008) | |
| Always employed | ref.cat | ref.cat | ref.cat | |
| Employed more than 5 consecutive years | 0.017 | 0.130*** | 0.003 | −0.023*** |
| (0.040) | (0.027) | (0.005) | (0.005) | |
| Employed less than 5 consecutive years | 0.080*** | 0.081** | 0.018** | −0.024*** |
| (0.028) | (0.040) | (0.007) | (0.007) | |
| Not employed in the period | −0.016 | 0.047 | 0.062** | −0.016 |
| (0.135) | (0.134) | (0.027) | (0.023) | |
| N.A. during the period | 0.021 | 0.028 | −0.004 | −0.017 |
| (0.058) | (0.058) | (0.007) | (0.011) | |
| Always employed | ref.cat | ref.cat | ref.cat | ref.cat |
| Employed more than 5 consecutive years | −0.327*** | −0.287*** | 0.054*** | 0.057*** |
| (0.028) | (0.028) | (0.005) | (0.006) | |
| Employed less than 5 consecutive years | −0.665*** | −0.595*** | 0.091*** | 0.094*** |
| (0.044) | (0.043) | (0.009) | (0.009) | |
| Not employed in the period | −0.159 | −0.022 | 0.034* | 0.032 |
| (0.102) | (0.101) | (0.019) | (0.020) | |
| N.A. during the period | −0.187** | −0.261*** | 0.020* | 0.064*** |
| (0.081) | (0.080) | (0.012) | (0.017) | |
| Male | ref.cat | ref.cat | ref.cat | |
| Female | −0.367*** | 0.048*** | 0.050*** | |
| (0.017) | (0.003) | (0.003) | ||
| Primary education | ref.cat | ref.cat | ||
| Secondary education | 0.182*** | −0.018*** | −0.026*** | |
| (0.019) | (0.004) | (0.004) | ||
| Higher education | 0.715*** | −0.089*** | −0.096*** | |
| (0.021) | (0.004) | (0.004) | ||
| Native born | ref.cat | ref.cat | ref.cat | |
| Foreign born | −0.183*** | 0.020*** | 0.018** | |
| (0.048) | (0.004) | (0.009) | ||
| Non-crowded house | ref.cat | ref.cat | ref.cat | |
| Crowded house | −0.064*** | 0.022*** | 0.010*** | |
| (0.019) | (0.004) | (0.004) | ||
| N.A. | 0.022 | 0.021*** | 0.013 | |
| (0.125) | (0.004) | (0.024) | ||
| Model/Outcome | Age of exit | Early exit (−65) | ||
|---|---|---|---|---|
| No controls | Full model | No controls | Full model | |
| Occupation sector of the household head | ||||
| Industry, trade, transport and services | ref.cat | ref.cat | ref.cat | |
| Agriculture, forestry, etc. | 0.523*** | −0.067*** | −0.067*** | |
| (0.021) | (0.004) | (0.004) | ||
| Entrepreneurs in the liberal professions | 0.305*** | −0.067*** | −0.040*** | |
| (0.076) | (0.013) | (0.014) | ||
| Business supervisors, technicians, etc. | 0.016 | −0.022*** | 0.003 | |
| (0.018) | (0.003) | (0.004) | ||
| Military | −0.013 | −0.039*** | −0.011 | |
| (0.075) | (0.014) | (0.015) | ||
| Not employed | 0.059 | −0.003 | −0.005 | |
| (0.043) | (0.008) | (0.008) | ||
| N.A. | 0.000 | −0.001 | −0.014 | |
| (0.131) | (0.005) | (0.024) | ||
| Constant | 65.975*** | |||
| (0.027) | ||||
| Observations | 93,506 | 93,506 | 93,506 | 93,506 |
| R-squared | 0.035 | |||
| Model/Outcome | Age of exit | Early exit (−65) | ||
|---|---|---|---|---|
| No controls | Full model | No controls | Full model | |
| Industry, trade, transport and services | ref.cat | ref.cat | ref.cat | |
| Agriculture, forestry, etc. | 0.523*** | −0.067*** | −0.067*** | |
| (0.021) | (0.004) | (0.004) | ||
| Entrepreneurs in the liberal professions | 0.305*** | −0.067*** | −0.040*** | |
| (0.076) | (0.013) | (0.014) | ||
| Business supervisors, technicians, etc. | 0.016 | −0.022*** | 0.003 | |
| (0.018) | (0.003) | (0.004) | ||
| Military | −0.013 | −0.039*** | −0.011 | |
| (0.075) | (0.014) | (0.015) | ||
| Not employed | 0.059 | −0.003 | −0.005 | |
| (0.043) | (0.008) | (0.008) | ||
| N.A. | 0.000 | −0.001 | −0.014 | |
| (0.131) | (0.005) | (0.024) | ||
| Constant | 65.975*** | |||
| (0.027) | ||||
| Observations | 93,506 | 93,506 | 93,506 | 93,506 |
| 0.035 | ||||
Note(s): The table shows OLS regression results (1st and 2nd columns) and marginal effects generated using a probit model (3rd and 4th columns). The population includes individuals born in 1950, registered in Sweden in all years between 2010 and 2018, and with at least one month of income statement in a year between 2010 and 2018 (n = 93,506). Standard errors in parentheses. ***p < 0.01, **p < 0.05, *p < 0.1
Source(s): Author's calculations based on Swedish national registers
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