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. 2022 Aug 3;38(5):975–1008. doi: 10.1007/s10680-022-09629-0

Table 3.

Regression results (multinomial logistic regression). Effects of sociodemographic characteristics on ideal types of couple formation trajectories

Traditional pathways of couple formation Timeless trajectories of couple formation
Young married couples Gradually married couples Married in the eyes of God Perpetual singles LAT Separated then married
Women Men Women Men Women Men Women Men Women Men Women Men
Generation (Ref. 1948–1959)
1960–1969 − 0.168*** − 0.0401*** − 0.0701*** − 0.0900*** − 0.0166* − 0.00746* − 0.0223** − 0.0232 − 0.0207 − 0.0329** 0.00762 − 0.0193*
1970–1984 − 0.342*** − 0.110*** − 0.0850*** − 0.142*** − 0.0454*** − 0.0133*** − 0.0345*** − 0.0648*** 0.000197 − 0.0279* − 0.00469 − 0.0378***
First child before age of 30 (Ref. No)
Yes 0.242*** 0.0925*** 0.136*** 0.264*** 0.0881*** 0.0311*** − 0.176*** − 0.360*** − 0.0660*** − 0.0410*** 0.120*** 0.106***
Age at first sexual relation (Ref. ≥ 18)
 < 18 0.0670*** 0.00406 − 0.0626*** − 0.0298** − 0.0101 − 0.00342 − 0.0400*** − 0.0551*** − 0.0243** − 0.00458 0.0450*** 0.0252**
Nationality at birth (Ref. French)
Other 0.0307 −0.00915 0.0736*** −0.0355 0.00256 0.00645 0.0240* 0.0338 0.0285* 0.00675 0.00243 -0.0168
Religion (Ref. No religion)
Catholic - religion declared important 0.0349* 0.0151 0.0210 0.0450** 0.0633*** 0.0380*** − 0.0145 − 0.0211 − 0.0113 − 0.0102 0.000995 − 0.00387
Catholic - religion declared not important 0.0440** 0.0202*** 0.0270 0.0175 0.0198 0.0317*** − 0.0240** − 0.0332* − 0.0173 − 0.00525 0.0267** 0.0170
Muslim 0.104*** 0.0461*** − 0.0522 0.0683 0.123*** 0.0417*** 0.0618*** 0.0846** 0.0400** 0.0426 − 0.0306 − 0.0437
Other religion 0.0529 0.0180 0.0210 0.0855** 0.0816*** 0.0229 0.000591 0.0252 − 0.0386 − 0.00739 0.0145 0.0270
Relative level of education (Ref. High degree)
Low degree 0.0543** 0.0136 − 0.0678*** − 0.00158 − 0.0185 − 0.000376 0.0579*** 0.134*** − 0.00524 − 0.0646*** − 0.0471*** − 0.0306*
Moderately low degree 0.0856*** 0.0165** − 0.0248 0.0131 − 0.00282 − 0.00529 0.0214* 0.0565*** − 0.00513 − 0.0170 0.000947 − 0.00743
Moderately high degree 0.0632*** 0.0118 0.0156 0.0248 0.00494 0.00210 0.00559 0.0390* − 0.0147 − 0.0306* 0.000528 − 0.00770
Parent’s occupation (Ref. I Higher Professionals and Managers)
II Lower Professionals and Managers 0.0158 0.0205 0.0400 0.0374 − 0.0165 0.0110 − 0.0319** − 0.0243 − 0.0229 0.0163 0.0251 0.0467**
IIIa Higher routine non-manual 0.0311 0.0249* 0.0345 0.0540* − 0.0352** 0.00367 − 0.0296* − 0.00993 0.00601 0.0230 0.0121 − 0.00915
IIIb Lower routine non-manual 0.0991*** 0.0114 0.0321 − 0.0373 − 0.0136 − 0.00588 − 0.0118 − 0.0354 0.0174 − 0.0432 0.0207 0.00505
IV Proprietors, artisans, farmers 0.0757*** 0.00877 0.0396 0.0598** − 0.0163 − 0.00537 − 0.00781 0.0280 0.0134 0.0125 0.0255* − 0.0119
V Lower technicians & supervisors 0.0675** 0.0360** 0.0499 0.0513 − 0.0641*** − 0.00434 − 0.00587 − 0.0123 − 0.0460* − 0.0233 0.0351* − 0.0234
VI Skilled manual 0.104*** 0.0265** 0.0261 0.0613** − 0.00733 0.00621 − 0.0311** 0.0238 − 0.00278 0.0174 0.0102 − 0.0136
VII Unskilled manual 0.0666** 0.0341** 0.0600 0.0809** − 0.00416 0.00675 − 0.00475 0.0593 − 0.0306 0.0286 0.0125 0.0218
Inactive or missing 0.176*** 0.0163 0.218*** 0.00696 − 0.00154 − 0.198*** 0.0588* 0.110** 0.0856*** 0.0142 − 0.855*** − 0.00998
Observations 763 282 459 429 220 101 389 595 193 162 355 186
New couple formation approaches
Cohabiting first unions Cohabiting second unions Separated with a second gradual union Late bloomers Singles with experience
Women Men Women Men Women Men Women Men Women Men
Generation (Ref. 1948–1959)
1960–1969 0.141*** 0.111*** 0.0733*** 0.0692*** 0.0382** 0.0121 0.0505*** 0.0306 − 0.0134 − 0.0101
1970–1984 0.191*** 0.142*** 0.144*** 0.101*** 0.0939*** 0.0720*** 0.0742*** 0.0468* 0.00780 0.0335*
First child before age of 30 (Ref. No)
Yes 0.0264* 0.0817*** − 0.0212* 0.0417*** − 0.107*** − 0.0225* − 0.0858*** − 0.0280 − 0.157*** − 0.165***
Age at first sexual relation (Ref. ≥ 18)
 < 18 0.0373*** 0.0126 0.0529*** 0.0606*** 0.0277*** 0.0250** − 0.101*** − 0.0423** 0.00788 0.00770
Nationality at birth (Ref. French)
Other − 0.00766 − 0.0115 − 0.112*** − 0.00907 − 0.0223 0.0174 0.00392 0.0446 − 0.0235 − 0.0269
Religion (Ref. No religion)
Catholic - religion declared important − 0.0572*** − 0.0482** − 0.0335** − 0.0257 − 0.00893 − 8.88e-06 − 0.00347 − 0.00846 0.00871 0.0194
Catholic - religion declared not important − 0.0269* − 0.0368** − 0.0160 − 0.00812 − 0.00557 − 0.00576 − 0.00564 − 0.00585 − 0.0221* 0.00853
Muslim − 0.190*** − 0.0999** − 0.0687 − 0.0800* − 0.0401 − 0.0845 0.00518 − 0.0337 0.0472* 0.0585*
Other religion − 0.0479 − 0.0680 − 0.0432 − 0.0486 − 0.0197 − 0.0613 − 0.0327 0.0272 0.0113 − 0.0206
Relative level of education (Ref. High degree)
Low degree 0.0577*** 0.0155 − 0.0161 0.000525 − 0.0333* − 0.0855*** − 0.0101 − 0.00301 0.0283* 0.0225
Moderately low degree 0.0148 0.0199 − 0.0336** − 0.0215 − 0.0356** − 0.0350** − 0.0319* − 0.0174 0.0112 − 0.00235
Moderately high degree 0.0201 0.0219 − 0.0318** 0.00115 − 0.0283** − 0.0198 − 0.0201 − 0.0444* − 0.0150 0.00177
Parent’s occupation (Ref. I Higher Professionals and Managers)
II Lower Professionals and Managers 0.0149 − 0.0727** − 0.0286 − 0.0125 − 0.00274 − 0.0113 − 0.00746 − 0.0193 0.0142 0.00813
IIIa Higher routine non-manual 0.0351 0.0145 − 0.0198 − 0.00735 − 0.0110 − 0.00732 − 0.00270 − 0.0663* − 0.0204 − 0.0201
IIIb Lower routine non-manual 0.00811 0.0455 − 0.0677* 0.0402 0.000154 − 0.00509 − 0.113*** 0.0628 0.0287 − 0.0382
IV Proprietors, artisans, farmers − 0.00757 0.0130 − 0.0253 − 0.0338 − 0.0360** − 0.0113 − 0.0588*** − 0.0191 − 0.00253 − 0.0407*
V Lower technicians & supervisors 0.0203 0.00956 − 0.0430 − 0.00578 − 0.0340 0.0259 − 0.0189 0.00873 0.0390 − 0.0623**
VI Skilled manual 0.0175 0.0113 − 0.0274 − 0.0351* − 0.0316* − 0.0183 − 0.0444** − 0.0280 − 0.0132 − 0.0515**
VII Unskilled manual 0.00267 0.0300 − 0.0109 − 0.0813* − 0.0365 − 0.0495 − 0.0499* − 0.0974* − 0.00503 − 0.0332
Inactive or missing 0.157*** 0.0581 0.0154 0.0399 0.0497 − 0.0529 0.0342 0.115** 0.0625 − 0.100
Observations 426 264 319 208 325 207 338 362 321 318

Reported coefficients are marginal effects at the means (MEM). MEM reports the partial effect of a given explanatory variable wi on the predicted probability Yi=j after setting all the other covariates at their means. We use “Young married couples” as reference group

*p ≤ 0.05; **p ≤ 0.01; ***p ≤ 0.001