| Literature DB >> 30976271 |
David Reher1,2, Miguel Requena2,3.
Abstract
Studies of childlessness in the twentieth century in developed countries have underscored the existence of diverging trends with higher levels among cohorts born at the beginning of the twentieth century, lower ones among the baby boom cohorts and finally higher ones for cohorts born after the Second World War. Spain also shows these basic trends, but the fit is not identical to that of other countries, with differences affecting the timing of trend changes and also the levels of childlessness observed in the final part of the period. This paper focuses on Spanish women born 1920 and 1969 and explores the factors characterizing traditional/old childlessness and how these differ from those holding more recently. Using microdata from Spanish Census of 2011, our approach makes use of logistic regression and regression-based decomposition techniques. Change over time, as measured by inter-cohort variations, reveals strikingly different patterns of behaviour characterized by a reversal of the traditional association of childlessness with marital status and educational attainment that takes place in a period of intense and pervasive social change.Entities:
Keywords: Childlessness; Education; Fertility; Marital status; Spain
Year: 2018 PMID: 30976271 PMCID: PMC6357254 DOI: 10.1007/s10680-018-9471-7
Source DB: PubMed Journal: Eur J Popul ISSN: 0168-6577
Fig. 1Permanent childlessness in USA, England and Wales, France, and Spain among women born 1920–1969. For USA, England and Wales, and Spain, observed data are represented by diamonds, squares and triangles, respectively; smoothed lines represent order-6 polynomial trend lines; for France, the solid line represents five-year cohort means.
Sources: USA: 1990 USA Census for 1920–1939 cohorts, Hayford (2013) and 2012 Current Population Survey for 1940–1970 cohorts; England and Wales: Office for National Statistics, Childbearing for women born in different years, Table 2; France: Daguet (2000) and Masson (2013); Spain: 2011 Spanish Census
Logistic regression for probability of childlessness. Source: 2011 Spanish Census. Data weighted by sample weights.
Source: 2011 Spanish Census. Data weighted by sample weights
| Model 1 | Model 2 | Model 3 | Model 4 | |||||
|---|---|---|---|---|---|---|---|---|
|
| SE |
| SE |
| SE |
| SE | |
| Intercept | − 1.445 | 0.015*** | − 1.946 | 0.017*** | − 1.997 | 0.017*** | − 1.852 | 0.025*** |
| Birth cohort | ||||||||
| 1920–24 (omitted) | ||||||||
| 1925–29 | − 0.039 | 0.018* | − 0.016 | 0.021 | − 0.018 | 0.021 | − 0.017 | 0.021 |
| 1930–34 | − 0.176 | 0.017*** | − 0.132 | 0.020*** | − 0.144 | 0.020*** | − 0.141 | 0.020*** |
| 1935–39 | − 0.295 | 0.018*** | − 0.226 | 0.021*** | − 0.256 | 0.021*** | − 0.250 | 0.021*** |
| 1940–44 | − 0.346 | 0.017*** | − 0.321 | 0.020*** | − 0.390 | 0.021*** | − 0.380 | 0.021*** |
| 1945–49 | − 0.371 | 0.017*** | − 0.387 | 0.020*** | − 0.494 | 0.020*** | − 0.481 | 0.020*** |
| 1950–54 | − 0.371 | 0.017*** | − 0.466 | 0.020*** | − 0.616 | 0.021*** | − 0.601 | 0.021*** |
| 1955–59 | − 0.288 | 0.017*** | − 0.476 | 0.020*** | − 0.666 | 0.020*** | − 0.649 | 0.020*** |
| 1960–64 | − 0.120 | 0.016*** | − 0.436 | 0.019*** | − 0.644 | 0.020*** | − 0.627 | 0.020*** |
| 1965–69 | 0.064 | 0.016*** | − 0.419 | 0.019*** | − 0.648 | 0.020*** | − 0.628 | 0.020*** |
| Marital status | ||||||||
| Ever married (omitted) | ||||||||
| Never married | 3.599 | 0.008*** | 3.561 | 0.009*** | 3.554 | 0.009*** | ||
| Education | ||||||||
| Lower (omitted) | ||||||||
| Medium | 0.205 | 0.008*** | 0.197 | 0.008*** | ||||
| Higher | 0.583 | 0.011*** | 0.572 | 0.011*** | ||||
| Rural–urban divide | ||||||||
| Rural (omitted) | ||||||||
| Small cities | − 0.139 | 0.014*** | ||||||
| Intermediate | − 0.134 | 0.014*** | ||||||
| Big cities | − 0.057 | 0.014*** | ||||||
| Region | ||||||||
| North (omitted) | ||||||||
| North Centre | 0.052 | 0.013** | ||||||
| Centre | − 0.045 | 0.011** | ||||||
| East | − 0.050 | 0.010*** | ||||||
| South | − 0.032 | 0.011 | ||||||
| Migratory status | ||||||||
| Migrant (omitted) | ||||||||
| Native | − 0.023 | 0.012 | ||||||
| − 2 log-likelihood | 906,947.16 | 674,551.76 | 671,526.43 | 671,223.97 | ||||
*p < .05; **p < .01; ***p < .001
Childlessness, marital status, education, size of municipality, region and migratory status of women in Spain born 1920–1969.
Source: 2011 Spanish Census. Data weighted by sample weights
|
| Year of birth | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 1920–24 | 1925–29 | 1930–34 | 1935–39 | 1940–44 | 1945–49 | 1950–54 | 1955–59 | 1960–64 | 1965–69 | |
| 29,818 | 56,629 | 84,358 | 82,097 | 95,164 | 110,122 | 115,105 | 135,310 | 153,043 | 162,510 | |
|
| ||||||||||
| Marital status | ||||||||||
| Ever married | 90.8 | 91.4 | 92.4 | 93.3 | 93.0 | 92.6 | 91.6 | 89.9 | 87.1 | 83.3 |
| Never married | 9.2 | 8.6 | 7.6 | 6.7 | 7.0 | 7.4 | 8.4 | 10.1 | 12.9 | 16.7 |
| Education | ||||||||||
| Lower | 81.1 | 80.7 | 77.4 | 71.3 | 58.4 | 45.9 | 32.7 | 22.3 | 16.3 | 12.3 |
| Medium | 15.8 | 15.9 | 18.8 | 24.0 | 34.4 | 44.1 | 53.2 | 58.7 | 61.9 | 61.9 |
| Higher | 3.1 | 3.4 | 3.8 | 4.6 | 7.2 | 10.0 | 14.1 | 19.1 | 21.8 | 25.9 |
| Rural–urban divide | ||||||||||
| Rural | 10.4 | 10.4 | 10.1 | 8.9 | 7.4 | 6.4 | 5.8 | 5.5 | 5.5 | 5.0 |
| Small cities | 33.1 | 33.8 | 34.4 | 34.9 | 34.8 | 34.4 | 34.4 | 35.3 | 36.4 | 36.9 |
| Intermediate | 27.6 | 28.1 | 28.3 | 29.3 | 30.7 | 32.6 | 33.5 | 33.1 | 32.1 | 32.5 |
| Big cities | 28.9 | 27.7 | 27.2 | 26.9 | 27.0 | 26.7 | 26.3 | 26.1 | 26.0 | 25.6 |
| Region | ||||||||||
| North | 19.9 | 18.7 | 18.5 | 17.4 | 16.5 | 16.6 | 16.5 | 15.8 | 14.6 | 14.0 |
| North Centre | 14.2 | 13.7 | 13.0 | 11.9 | 11.2 | 10.6 | 10.5 | 10.7 | 10.5 | 9.9 |
| Centre | 17.2 | 17.0 | 16.6 | 16.7 | 17.2 | 17.5 | 17.6 | 18.0 | 18.3 | 18.8 |
| East | 30.3 | 29.9 | 29.9 | 30.4 | 31.7 | 32.2 | 32.0 | 31.4 | 31.2 | 31.7 |
| South | 18.3 | 20.6 | 22.0 | 23.6 | 23.4 | 23.0 | 23.3 | 24.1 | 25.4 | 25.6 |
| Migratory status | ||||||||||
| Native | 97.7 | 97.5 | 97.2 | 95.6 | 94.0 | 93.1 | 91.9 | 90.4 | 87.4 | 84.1 |
| Migrant | 2.3 | 2.5 | 2.8 | 4.4 | 6.0 | 6.9 | 8.1 | 9.6 | 12.6 | 15.9 |
|
| ||||||||||
| All women | 19.1 | 18.5 | 16.5 | 14.9 | 14.3 | 14.0 | 14.0 | 15.0 | 17.3 | 20.1 |
| Marital status | ||||||||||
| Ever married | 11.9 | 11.7 | 10.5 | 9.7 | 8.8 | 8.3 | 7.8 | 8.1 | 9.0 | 10.3 |
| Never married | 89.5 | 90.7 | 89.4 | 88.4 | 87.3 | 85.0 | 80.9 | 77.3 | 73.2 | 69.1 |
| Education | ||||||||||
| Lower | 16.6 | 16.2 | 14.4 | 12.7 | 11.6 | 11.6 | 11.4 | 12.1 | 14.2 | 17.2 |
| Medium | 27.8 | 26.0 | 22.0 | 18.7 | 16.6 | 14.4 | 13.1 | 13.3 | 15.2 | 17.7 |
| Higher | 40.6 | 37.9 | 32.7 | 29.3 | 25.1 | 23.1 | 23.2 | 23.8 | 25.7 | 27.3 |
| Rural–urban divide | ||||||||||
| Rural | 19.6 | 18.1 | 16.6 | 14.9 | 14.2 | 14.1 | 14.2 | 15.1 | 17.3 | 21.1 |
| Small cities | 18.5 | 17.4 | 15.3 | 13.8 | 13.2 | 12.4 | 12.0 | 12.3 | 14.0 | 16.8 |
| Intermediate | 18.6 | 18.4 | 16.1 | 14.7 | 13.8 | 13.4 | 13.2 | 14.4 | 17.2 | 19.9 |
| Big cities | 20.1 | 20.0 | 18.3 | 16.6 | 16.4 | 16.7 | 17.6 | 19.4 | 22.0 | 24.9 |
| Region | ||||||||||
| North | 19.8 | 19.0 | 16.1 | 14.1 | 13.4 | 13.4 | 13.2 | 16.3 | 19.8 | 23.3 |
| North Centre | 19.6 | 18.9 | 18.5 | 16.4 | 15.4 | 14.6 | 15.4 | 16.4 | 18.9 | 23.2 |
| Centre | 19.4 | 18.5 | 17.3 | 16.3 | 15.4 | 15.8 | 16.5 | 17.0 | 19.1 | 21.7 |
| East | 17.9 | 17.4 | 15.4 | 14.2 | 13.4 | 13.1 | 12.6 | 13.9 | 16.5 | 19.1 |
| South | 19.4 | 19.3 | 16.5 | 14.8 | 14.7 | 14.0 | 14.0 | 13.5 | 14.9 | 17.2 |
| Migratory status | ||||||||||
| Native | 19.0 | 18.3 | 16.4 | 14.5 | 13.9 | 13.5 | 13.5 | 14.7 | 17.3 | 20.6 |
| Migrant | 22.7 | 24.2 | 21.5 | 23.4 | 20.3 | 20.5 | 19.3 | 17.9 | 17.2 | 17.4 |
Logistic regression for probability of childlessness. Ten selected cohorts
Source: 2011 Spanish Census. Data weighted by sample weights
| 1920–24 | 1925–29 | 1930–34 | 1935–39 | 1940–44 | 1945–49 | 1950–54 | 1955–59 | 1960–64 | 1965–69 | |
|---|---|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
|
|
|
|
|
| |
| Intercept | − 2.041*** | − 1.722*** | − 1.950*** | − 1.755*** | − 1.948*** | − 1.836*** | − 2.215*** | − 2.273*** | − 2.365*** | − 2.343*** |
| Marital status | ||||||||||
| Ever married (omitted) | ||||||||||
| Never married | 4.085*** | 4.267*** | 4.235*** | 4.237*** | 4.250*** | 4.114*** | 3.852*** | 3.595*** | 3.271*** | 2.956*** |
| Education | ||||||||||
| Lower (omitted) | ||||||||||
| Medium | 0.446*** | 0.426*** | 0.363*** | 0.227*** | 0.214*** | 0.102*** | 0.092*** | 0.070** | 0.061* | 0.039 |
| Higher | 0.728*** | 0.533*** | 0.449*** | 0.454*** | 0.443*** | 0.307*** | 0.510*** | 0.517*** | 0.493*** | 0.390*** |
| Rural–urban divide | ||||||||||
| Rural (omitted) | ||||||||||
| Small cities | − 0.110* | − 0.072 | − 0.084* | − 0.118** | − 0.062 | − 0.168*** | − 0.147** | − 0.190*** | − 0.200*** | − 0.212*** |
| Intermediate | − 0.093 | − 0.093* | − 0.123** | − 0.099* | − 0.117* | − 0.188*** | − 0.213*** | − 0.190*** | − 0.103** | − 0.131*** |
| Big cities | − 0.133* | − 0.105* | − 0.116* | − 0.152** | − 0.136** | − 0.173*** | − 0.121* | − 0.026 | 0.028 | 0.036 |
| Region | ||||||||||
| North (omitted) | ||||||||||
| North Centre | 0.108 | 0.097* | 0.172*** | 0.204*** | 0.120** | − 0.021 | 0.089* | − 0.072* | − 0.047 | 0.041 |
| Centre | 0.058 | 0.105* | 0.126* | 0.157*** | 0.049 | − 0.005 | 0.087* | − 0.142** | − 0.195*** | − 0.203*** |
| East | 0.040 | 0.095* | 0.088 | 0.159*** | 0.057 | − 0.006 | − 0.010 | − 0.170 | − 0.182*** | − 0.192*** |
| South | 0.124* | 0.207*** | 0.212*** | 0.179*** | 0.140*** | 0.054 | 0.122*** | − 0.191** | − 0.271*** | − 0.315*** |
| Migratory status | ||||||||||
| Migrant (omitted) | ||||||||||
| Native | − 0.017 | − 0.432*** | − 0.257*** | − 0.627*** | − 0.525*** | − 0.534*** | − 0.302*** | − 0.046 | 0.186*** | 0.378*** |
| − 2 log-likelihood | 21,495.9 | 40,032.6 | 56,480.2 | 52,269.2 | 57,263.6 | 64,844.8 | 66,967.1 | 82,170.1 | 102,845.2 | 121,685.8 |
| | 29,818 | 56,629 | 84,358 | 82,097 | 95,164 | 110,122 | 115,105 | 135,310 | 153,043 | 162,510 |
*p < .05; **p < .01; ***p < .001
Fig. 2Adjusted odds ratios for childlessness by marital status and educational attainment and birth cohort (with confidence intervals). Odds ratios deduced from models in Table 3.
Sources: 2011 Spanish Census
Nonlinear decompositions of changes across selected cohort in childlessness rates.
Source: 2011 Spanish Census. Data weighted by sample weights
| Composition effects | Rate effects | Total effect | |
|---|---|---|---|
| 1920–1924 to 1950–1954 | |||
| Total change | − 0.004** | − 0.047*** | − 0.051*** |
| Intercept | − 0.016 | ||
| Marital status (omitted = ever married) | |||
| Never married | − 0.007* | − 0.002** | − 0.009 |
| Education (omitted = lower) | |||
| Medium | − 0.005** | 0.000 | − 0.005 |
| Higher | 0.008 | 0.001** | 0.010 |
| Rural–urban divide (omitted = rural) | |||
| Small city | − 0.001 | − 0.001 | − 0.002 |
| Intermediate | − 0.003 | − 0.003 | − 0.006 |
| Big city | 0.001 | 0.000 | 0.001 |
| Region (omitted = North) | |||
| North Centre | − 0.001 | 0.000 | − 0.001 |
| Centre | 0.000 | 0.000 | 0.001 |
| East | 0.000 | − 0.001 | − 0.002 |
| South | 0.001 | 0.000 | 0.001 |
| Migratory status (omitted = immigrant) | |||
| Native | 0.003 | − 0.025 | − 0.022 |
| 1950–1954 to 1965–1969 | |||
| Total change | 0.056*** | 0.005*** | 0.061*** |
| Intercept | − 0.004 | ||
| Marital status (omitted = ever married) | |||
| Never married | 0.048*** | − 0.003*** | 0.045 |
| Education (omitted = lower) | |||
| Medium | 0.002*** | − 0.001 | 0.000 |
| Higher | 0.010*** | − 0.001* | 0.009 |
| Rural–urban divide (omitted = rural) | |||
| Small city | − 0.001*** | − 0.001 | − 0.002 |
| Intermediate | 0.000*** | 0.001 | 0.001 |
| Big city | 0.000 | 0.001** | 0.001 |
| Region (omitted = North) | |||
| North Centre | 0.000* | 0.000 | 0.000 |
| Centre | 0.000** | − 0.002*** | − 0.002 |
| East | 0.000 | − 0.002** | − 0.002 |
| South | − 0.001*** | − 0.004*** | − 0.004 |
| Migratory status (omitted = immigrant) | |||
| Native | − 0.003*** | 0.021*** | 0.018 |
Coefficients from the pooled model estimated for earlier and later cohorts jointly
*p < .05; **p < .01; ***p < .001