class: center, middle, inverse, title-slide .title[ # Patterns and Age-Homogamy in Same-Sex and Different-Sex Marriages in Spain ] .subtitle[ ## 11th Annual International Conference on Demography and Population Studies, Athens ] .author[ ### José Antonio Ortega ] .date[ ### 17-20 June 2024 <img 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alt="usal" /> ] --- layout: true background-image: url(data:image/png;base64,#img/usal_en_hor.png) background-position: 95% 0% background-size: 15% --- class: inverse, center, middle # Same-sex Marriage in Spain --- # Same-sex Marriage in Spain - Spain was one of the **forerunners** in the legalization of same-sex marriages in **2005**. - Exception made of 2020 due to COVID, the **number of same-sex marriages has been increasing**. - Currently: the country in the World with the **highest proportion of same-sex marriages** at around 3.5% (DeSilver, 2023) - So far, no demographic measures of same-sex nuptiality have been computed beyond this proportion or the crude marriage rate (in Spain or elsewhere). > GOAL: Characterization of same-sex and different-sex marriages with standard demographic techniques: > - Age-specific rates > - Total Nuptiality Rates (additive model) > - Mean age at marriage (observed and from rates) > - Distribution of age-gap between spouses. --- .pull-left[ ## Literature review - The study of nuptiality has a great tradition, - But demographic study of same-sex marriages very limited, generally based only on absolute numbers and proportions. - Richest comparative analysis so far (Cortina and Festy, 2020), based on Crude Marriage Rates by type and comparing marriages to couples by type. - Based on 2017 Hh survey, propensity to be in marriage much lower for same-sex couples. (56% compared to 86%). Small N (806 same sex couples) ## Data - **Marriage microdata** for 2016-2022 from NSO (INE). A total of 1101477 marriages including 17539 same-sex marriages of females and 15927 of males: 3.04% of same-sex marriages. - **Population** by age and sex on July 1st (INE). ] .pull-right[ ## Methods - Analysis focused only on **marriage data**, which is exhaustive. - Tabulations of **marriages by type**. - Tabulations of **individuals** marrying by age at marriage and type: - **Age-specific marriage rates** by type (additive model) - **Total Marriage Rates** by type: Interpretation similar to standard TMR, Average marriages per lifetime (synthetic cohort) - **Mean-ages at marriage**: Observed and according to rates. - Distribution of marriages by age-gap (**Age homogamy**) ] --- class: inverse, center, middle # Patterns based on the number of marriages <!-- --> --- .left-column[ ## Numbers - Increasing proportion of same-sex marriages - Mainly due to increase in **FF** marriages. - Big drop in 2020 due to COVID. > How big are these numbers? **CMR**, *Crude Marriage Rate* ] .right-column[ .panelset[ .panel[.panel-name[Table] <div class="tabwid"><style>.cl-4462299a{}.cl-444ca020{font-family:'Arial';font-size:14pt;font-weight:bold;font-style:normal;text-decoration:none;color:rgba(0, 0, 0, 1.00);background-color:transparent;}.cl-444ca05c{font-family:'Arial';font-size:14pt;font-weight:normal;font-style:normal;text-decoration:none;color:rgba(0, 0, 0, 1.00);background-color:transparent;}.cl-4452eb38{margin:0;text-align:right;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);padding-bottom:5pt;padding-top:5pt;padding-left:5pt;padding-right:5pt;line-height: 1;background-color:transparent;}.cl-44531702{width:0.75in;background-color:rgba(207, 207, 207, 1.00);vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-4453170c{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-44531716{width:0.75in;background-color:rgba(239, 239, 239, 1.00);vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-44531717{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}</style><table data-quarto-disable-processing='true' class='cl-4462299a'><caption style="display:table-caption;margin:0pt;text-align:center;border-bottom: 0.00pt solid transparent;border-top: 0.00pt solid transparent;border-left: 0.00pt solid transparent;border-right: 0.00pt solid transparent;padding-top:3pt;padding-bottom:3pt;padding-left:3pt;padding-right:3pt;line-height: 1;background-color:transparent;"><span>Number and structure of marriages by type, Spain.</span></caption><thead><tr style="overflow-wrap:break-word;"><th rowspan="2"class="cl-44531702"><p class="cl-4452eb38"><span class="cl-444ca020">Year</span></p></th><th rowspan="2"class="cl-44531702"><p class="cl-4452eb38"><span class="cl-444ca020">Different sex</span></p></th><th colspan="3"class="cl-44531702"><p class="cl-4452eb38"><span class="cl-444ca020">Same sex</span></p></th><th colspan="3"class="cl-44531702"><p class="cl-4452eb38"><span class="cl-444ca020">All marriages</span></p></th><th colspan="3"class="cl-44531702"><p class="cl-4452eb38"><span class="cl-444ca020">Percentage</span></p></th></tr><tr style="overflow-wrap:break-word;"><th class="cl-4453170c"><p class="cl-4452eb38"><span class="cl-444ca020">Both</span></p></th><th class="cl-4453170c"><p class="cl-4452eb38"><span class="cl-444ca020">Females</span></p></th><th class="cl-4453170c"><p class="cl-4452eb38"><span class="cl-444ca020">Males</span></p></th><th class="cl-4453170c"><p class="cl-4452eb38"><span class="cl-444ca020">Females</span></p></th><th class="cl-4453170c"><p class="cl-4452eb38"><span class="cl-444ca020">Males</span></p></th><th class="cl-4453170c"><p class="cl-4452eb38"><span class="cl-444ca020">Both</span></p></th><th class="cl-4453170c"><p class="cl-4452eb38"><span class="cl-444ca020">FF</span></p></th><th class="cl-4453170c"><p class="cl-4452eb38"><span class="cl-444ca020">MM</span></p></th><th class="cl-4453170c"><p class="cl-4452eb38"><span class="cl-444ca020">Same sex</span></p></th></tr></thead><tbody><tr style="overflow-wrap:break-word;"><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">2,016</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">171,023</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">4,320</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">2,132</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">2,188</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">173,155</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">173,211</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">175,343</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">1.22</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">1.25</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">2.46</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">2,017</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">168,989</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">4,637</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">2,314</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">2,323</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">171,303</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">171,312</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">173,626</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">1.33</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">1.34</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">2.67</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">2,018</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">162,743</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">4,870</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">2,512</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">2,358</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">165,255</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">165,101</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">167,613</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">1.50</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">1.41</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">2.91</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">2,019</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">161,389</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">5,141</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">2,649</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">2,492</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">164,038</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">163,881</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">166,530</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">1.59</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">1.50</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">3.09</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">2,020</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">87,481</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">3,189</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">1,685</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">1,504</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">89,166</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">88,985</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">90,670</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">1.86</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">1.66</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">3.52</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">2,021</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">143,515</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">5,073</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">2,867</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">2,206</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">146,382</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">145,721</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">148,588</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">1.93</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">1.48</span></p></td><td class="cl-44531717"><p class="cl-4452eb38"><span class="cl-444ca05c">3.41</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">2,022</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">172,871</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">6,236</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">3,380</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">2,856</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">176,251</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">175,727</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">179,107</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">1.89</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">1.59</span></p></td><td class="cl-44531716"><p class="cl-4452eb38"><span class="cl-444ca05c">3.48</span></p></td></tr></tbody></table></div> ] .panel[.panel-name[Graph] <!-- --> ] .panel[.panel-name[Comparison 1] Source: *Pew Research Center, 2023*  ] .panel[.panel-name[Comparison 2] ### Same sex marriages in selected countries .pull-left[ <!-- --> ] .pull-right[ <!-- --> ] ] ] ] --- class: inverse, center, middle # Crude Marriage Rates ### Control for total population <!-- --> --- ## Crude marriage rates by type .left-column[ - **Simple**: Just divide by total population, per 1000. - **Comparable** across populations. - **Dependent** on age-structure. > What is high? ] .right-column[ .panelset[ .panel[ .panel-name[Table] <div class="tabwid"><style>.cl-458c7b04{}.cl-457e4af2{font-family:'Arial';font-size:11pt;font-weight:bold;font-style:normal;text-decoration:none;color:rgba(0, 0, 0, 1.00);background-color:transparent;}.cl-457e4afc{font-family:'Arial';font-size:11pt;font-weight:normal;font-style:normal;text-decoration:none;color:rgba(0, 0, 0, 1.00);background-color:transparent;}.cl-4583f5d8{margin:0;text-align:right;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);padding-bottom:5pt;padding-top:5pt;padding-left:5pt;padding-right:5pt;line-height: 1;background-color:transparent;}.cl-458418ba{width:0.75in;background-color:rgba(207, 207, 207, 1.00);vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-458418c4{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-458418c5{width:0.75in;background-color:rgba(239, 239, 239, 1.00);vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-458418ce{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}</style><table data-quarto-disable-processing='true' class='cl-458c7b04'><caption style="display:table-caption;margin:0pt;text-align:center;border-bottom: 0.00pt solid transparent;border-top: 0.00pt solid transparent;border-left: 0.00pt solid transparent;border-right: 0.00pt solid transparent;padding-top:3pt;padding-bottom:3pt;padding-left:3pt;padding-right:3pt;line-height: 1;background-color:transparent;"><span>Crude Marriage Rates per 1000 by type, Spain.</span></caption><thead><tr style="overflow-wrap:break-word;"><th rowspan="3"class="cl-458418ba"><p class="cl-4583f5d8"><span class="cl-457e4af2">Year</span></p></th><th colspan="4"class="cl-458418ba"><p class="cl-4583f5d8"><span class="cl-457e4af2">CMR</span></p></th><th class="cl-458418ba"><p class="cl-4583f5d8"><span class="cl-457e4af2">Ratio</span></p></th></tr><tr style="overflow-wrap:break-word;"><th rowspan="2"class="cl-458418c4"><p class="cl-4583f5d8"><span class="cl-457e4af2">Different sex</span></p></th><th colspan="4"class="cl-458418c4"><p class="cl-4583f5d8"><span class="cl-457e4af2">Same sex</span></p></th></tr><tr style="overflow-wrap:break-word;"><th class="cl-458418ba"><p class="cl-4583f5d8"><span class="cl-457e4af2">Both</span></p></th><th class="cl-458418ba"><p class="cl-4583f5d8"><span class="cl-457e4af2">Females</span></p></th><th class="cl-458418ba"><p class="cl-4583f5d8"><span class="cl-457e4af2">Males</span></p></th><th class="cl-458418ba"><p class="cl-4583f5d8"><span class="cl-457e4af2">FF/MM</span></p></th></tr></thead><tbody><tr style="overflow-wrap:break-word;"><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">2,016</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">3.68</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.09</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.05</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.05</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.97</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">2,017</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">3.63</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.10</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.05</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.05</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">1.00</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">2,018</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">3.48</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.10</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.05</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.05</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">1.07</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">2,019</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">3.43</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.11</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.06</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.05</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">1.06</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">2,020</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">1.85</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.07</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.04</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.03</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">1.12</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">2,021</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">3.03</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.11</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.06</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.05</span></p></td><td class="cl-458418ce"><p class="cl-4583f5d8"><span class="cl-457e4afc">1.30</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">2,022</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">3.62</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.13</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.07</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">0.06</span></p></td><td class="cl-458418c5"><p class="cl-4583f5d8"><span class="cl-457e4afc">1.18</span></p></td></tr></tbody></table></div> ] .panel[ .panel-name[C-MF-MR] <!-- --> **Low MF-rates** compared to 5 in 2004, or to Germany and Sweden. ] .panel[ .panel-name[C-SS-MR] <!-- --> Same-sex marriage rates,**low overall**, but **high** in comparative perspective. ] ] ] --- class: inverse, center, middle # Total Marriage Rates ### Control for age-structure <!-- --> --- .left-column[ ## TMRs by type - **Not computed before**. Two interpretations: - **Synthetic cohort**: Number of marriages of that type in a lifetime - Number in a **squared pyramid**, one by age. - **Additive model**: Extensible to **rank** or other dimensions. ] .right-column[ .panelset[ .panel[ .panel-name[Table] <div class="tabwid"><style>.cl-467fbe4a{}.cl-4671612e{font-family:'Arial';font-size:14pt;font-weight:bold;font-style:normal;text-decoration:none;color:rgba(0, 0, 0, 1.00);background-color:transparent;}.cl-46716142{font-family:'Arial';font-size:14pt;font-weight:normal;font-style:normal;text-decoration:none;color:rgba(0, 0, 0, 1.00);background-color:transparent;}.cl-46773374{margin:0;text-align:right;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);padding-bottom:5pt;padding-top:5pt;padding-left:5pt;padding-right:5pt;line-height: 1;background-color:transparent;}.cl-46775566{width:0.75in;background-color:rgba(207, 207, 207, 1.00);vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-46775570{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-4677557a{width:0.75in;background-color:rgba(207, 207, 207, 1.00);vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-46775584{width:0.75in;background-color:rgba(239, 239, 239, 1.00);vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-46775585{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}</style><table data-quarto-disable-processing='true' class='cl-467fbe4a'><caption style="display:table-caption;margin:0pt;text-align:center;border-bottom: 0.00pt solid transparent;border-top: 0.00pt solid transparent;border-left: 0.00pt solid transparent;border-right: 0.00pt solid transparent;padding-top:3pt;padding-bottom:3pt;padding-left:3pt;padding-right:3pt;line-height: 1;background-color:transparent;"><span>Total marriage rates by type, Spain.</span></caption><thead><tr style="overflow-wrap:break-word;"><th rowspan="3"class="cl-46775566"><p class="cl-46773374"><span class="cl-4671612e">Year</span></p></th><th colspan="2"class="cl-46775566"><p class="cl-46773374"><span class="cl-4671612e">All marriages</span></p></th><th colspan="2"class="cl-46775566"><p class="cl-46773374"><span class="cl-4671612e">Different sex</span></p></th><th colspan="2"class="cl-46775566"><p class="cl-46773374"><span class="cl-4671612e">Same sex</span></p></th></tr><tr style="overflow-wrap:break-word;"><th colspan="2"class="cl-46775570"><p class="cl-46773374"><span class="cl-4671612e"> </span></p></th><th colspan="2"class="cl-46775570"><p class="cl-46773374"><span class="cl-4671612e">MF</span></p></th><th class="cl-46775570"><p class="cl-46773374"><span class="cl-4671612e">FF</span></p></th><th class="cl-46775570"><p class="cl-46773374"><span class="cl-4671612e">MM</span></p></th></tr><tr style="overflow-wrap:break-word;"><th class="cl-4677557a"><p class="cl-46773374"><span class="cl-4671612e">Females</span></p></th><th class="cl-4677557a"><p class="cl-46773374"><span class="cl-4671612e">Males</span></p></th><th class="cl-4677557a"><p class="cl-46773374"><span class="cl-4671612e">Females</span></p></th><th class="cl-4677557a"><p class="cl-46773374"><span class="cl-4671612e">Males</span></p></th><th class="cl-4677557a"><p class="cl-46773374"><span class="cl-4671612e">Females</span></p></th><th class="cl-4677557a"><p class="cl-46773374"><span class="cl-4671612e">Males</span></p></th></tr></thead><tbody><tr style="overflow-wrap:break-word;"><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">2,016</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.568</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.547</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.555</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.534</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.014</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.014</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">2,017</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.570</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.552</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.555</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.537</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.015</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.015</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">2,018</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.554</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.536</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.537</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.521</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.016</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.015</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">2,019</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.548</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.532</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.530</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.516</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.017</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.016</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">2,020</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.294</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.289</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.283</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.279</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.011</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.010</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">2,021</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.495</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.480</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.476</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.465</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.019</span></p></td><td class="cl-46775585"><p class="cl-46773374"><span class="cl-46716142">0.014</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">2,022</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.595</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.578</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.572</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.559</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.023</span></p></td><td class="cl-46775584"><p class="cl-46773374"><span class="cl-46716142">0.018</span></p></td></tr></tbody></table></div> Less than 0.6 marriages per person, 0.04 same-sex. Simple calculation from partner object: no need to get the rates `ages |> count(Year,Type,Sex,wt=1/n)` ] .panel[ .panel-name[Graph] <!-- --> - More incidence of COVID-19 on different-sex marriages. ] .panel[ .panel-name[According to rank] <!-- --> - **Remarriage low**, particularly for same-sex Marriages: More than 80% of marriages first marriages, 85% and 89% for MM and FF. - **Total first marriage rate** can be interpreted as **proportion that would ever get married** in the synthetic-cohort. ] ] ] --- class: inverse, center, middle # Mean Ages at marriage <!-- --> --- .left-column[ ## Mean age at marriage - Available in some countries based on **numbers**. - But affected by age-structure. Should be based on **rates** ] .right-column[ .panelset[ .panel[ .panel-name[Table] <div class="tabwid"><style>.cl-47aa3fa2{}.cl-479b1bc6{font-family:'Arial';font-size:14pt;font-weight:bold;font-style:normal;text-decoration:none;color:rgba(0, 0, 0, 1.00);background-color:transparent;}.cl-479b1bd0{font-family:'Arial';font-size:14pt;font-weight:normal;font-style:normal;text-decoration:none;color:rgba(0, 0, 0, 1.00);background-color:transparent;}.cl-47a10be4{margin:0;text-align:right;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);padding-bottom:5pt;padding-top:5pt;padding-left:5pt;padding-right:5pt;line-height: 1;background-color:transparent;}.cl-47a13204{width:0.75in;background-color:rgba(207, 207, 207, 1.00);vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-47a1320e{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-47a13218{width:0.75in;background-color:rgba(207, 207, 207, 1.00);vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-47a13219{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-47a13222{width:0.75in;background-color:rgba(239, 239, 239, 1.00);vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-47a13223{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}</style><table data-quarto-disable-processing='true' class='cl-47aa3fa2'><caption style="display:table-caption;margin:0pt;text-align:center;border-bottom: 0.00pt solid transparent;border-top: 0.00pt solid transparent;border-left: 0.00pt solid transparent;border-right: 0.00pt solid transparent;padding-top:3pt;padding-bottom:3pt;padding-left:3pt;padding-right:3pt;line-height: 1;background-color:transparent;"><span>Mean ages at marriage from number and rates by type, Spain.</span></caption><thead><tr style="overflow-wrap:break-word;"><th rowspan="4"class="cl-47a13204"><p class="cl-47a10be4"><span class="cl-479b1bc6">Year</span></p></th><th colspan="4"class="cl-47a13204"><p class="cl-47a10be4"><span class="cl-479b1bc6">Mean Age</span></p></th><th colspan="4"class="cl-47a13204"><p class="cl-47a10be4"><span class="cl-479b1bc6">Mean Age rates</span></p></th></tr><tr style="overflow-wrap:break-word;"><th colspan="2"class="cl-47a1320e"><p class="cl-47a10be4"><span class="cl-479b1bc6">Different sex</span></p></th><th colspan="2"class="cl-47a1320e"><p class="cl-47a10be4"><span class="cl-479b1bc6">Same sex</span></p></th><th colspan="2"class="cl-47a1320e"><p class="cl-47a10be4"><span class="cl-479b1bc6">Different sex</span></p></th><th colspan="2"class="cl-47a1320e"><p class="cl-47a10be4"><span class="cl-479b1bc6">Same sex</span></p></th></tr><tr style="overflow-wrap:break-word;"><th colspan="2"class="cl-47a13218"><p class="cl-47a10be4"><span class="cl-479b1bc6">MF</span></p></th><th class="cl-47a13218"><p class="cl-47a10be4"><span class="cl-479b1bc6">FF</span></p></th><th class="cl-47a13218"><p class="cl-47a10be4"><span class="cl-479b1bc6">MM</span></p></th><th colspan="2"class="cl-47a13218"><p class="cl-47a10be4"><span class="cl-479b1bc6">MF</span></p></th><th class="cl-47a13218"><p class="cl-47a10be4"><span class="cl-479b1bc6">FF</span></p></th><th class="cl-47a13218"><p class="cl-47a10be4"><span class="cl-479b1bc6">MM</span></p></th></tr><tr style="overflow-wrap:break-word;"><th class="cl-47a13219"><p class="cl-47a10be4"><span class="cl-479b1bc6">Females</span></p></th><th class="cl-47a13219"><p class="cl-47a10be4"><span class="cl-479b1bc6">Males</span></p></th><th class="cl-47a13219"><p class="cl-47a10be4"><span class="cl-479b1bc6">Females</span></p></th><th class="cl-47a13219"><p class="cl-47a10be4"><span class="cl-479b1bc6">Males</span></p></th><th class="cl-47a13219"><p class="cl-47a10be4"><span class="cl-479b1bc6">Females</span></p></th><th class="cl-47a13219"><p class="cl-47a10be4"><span class="cl-479b1bc6">Males</span></p></th><th class="cl-47a13219"><p class="cl-47a10be4"><span class="cl-479b1bc6">Females</span></p></th><th class="cl-47a13219"><p class="cl-47a10be4"><span class="cl-479b1bc6">Males</span></p></th></tr></thead><tbody><tr style="overflow-wrap:break-word;"><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">2,016</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">35.7</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">38.3</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">37.9</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">42.0</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">34.8</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">38.5</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">37.2</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">43.0</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">2,017</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">36.1</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">38.8</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">37.8</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">41.6</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">35.1</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">39.0</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">37.0</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">41.9</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">2,018</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">36.5</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">39.2</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">37.6</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">41.9</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">35.5</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">39.3</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">36.7</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">42.2</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">2,019</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">37.2</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">39.9</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">38.2</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">42.2</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">36.1</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">39.9</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">37.3</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">42.7</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">2,020</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">38.9</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">41.8</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">38.5</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">44.0</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">37.7</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">42.1</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">37.6</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">44.3</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">2,021</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">38.1</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">40.9</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">38.5</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">44.0</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">37.0</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">40.9</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">37.6</span></p></td><td class="cl-47a13223"><p class="cl-47a10be4"><span class="cl-479b1bd0">44.4</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">2,022</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">38.0</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">40.7</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">38.3</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">43.0</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">36.9</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">40.5</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">37.5</span></p></td><td class="cl-47a13222"><p class="cl-47a10be4"><span class="cl-479b1bd0">43.2</span></p></td></tr></tbody></table></div> Mean ages older for males. Large difference of MM with the rest. Comparison with published sources (2022): Mean ages in Germany, MF, of 39.1 and 36.4, in France 39.8 and 37.3, old but slightly younger than in Spain. For same-sex, in France, FF 38.8 and MM 44.7, even older than in Spain and with similar pattern. ] .panel[ .panel-name[Graph] <!-- --> - Mean ages from numbers bigger for females since they belong to smaller generations. - Impact of COVID: The few marrying MF in 2020 were older. Also MM in 2020 and 2021. ] .panel[ .panel-name[According to rank] <!-- --> - More difference in Mean Ages according to rank in **MF**. - Consistent with *recent stocks* in same-sex marriages. ] ] ] --- class: inverse, center, middle # Age-specific Marriage rates <!-- --> --- class: inverse, center, middle # Age-homogamy <!-- --> --- ## Age-homogamy .pull-left[ - **MF** marriages: **men older universally** - **Same-sex** marriages: Partners **non-distinguishable** Two possible methods to compare: - According to **partner characteristics**, both partners considered separately. - According to **marriage characteristics**: Distribution of **absolute age-gap** - Some evidence on **higher age-heterogamy** among **MM** marriages. ] .pull-right[ .middle[ <!-- --> <!-- --> ] ] --- .left-column[ ## Patterns - **MM** marriages clear **more heterogamous**: Big mean differences, more dispersion. - **COVID-19**: Slightly more **heterogamy** for **MF** and **FF** in 2020, not for **MM**. ] .right-column[ .panelset[ .panel[ .panel-name[Table] <div class="tabwid"><style>.cl-4acf6bf8{}.cl-4abc9f78{font-family:'Arial';font-size:14pt;font-weight:bold;font-style:normal;text-decoration:none;color:rgba(0, 0, 0, 1.00);background-color:transparent;}.cl-4abc9f82{font-family:'Arial';font-size:14pt;font-weight:normal;font-style:normal;text-decoration:none;color:rgba(0, 0, 0, 1.00);background-color:transparent;}.cl-4ac62aac{margin:0;text-align:right;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);padding-bottom:5pt;padding-top:5pt;padding-left:5pt;padding-right:5pt;line-height: 1;background-color:transparent;}.cl-4ac64fc8{width:0.75in;background-color:rgba(207, 207, 207, 1.00);vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-4ac64fdc{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-4ac64fe6{width:0.75in;background-color:rgba(239, 239, 239, 1.00);vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-4ac64fe7{width:0.75in;background-color:transparent;vertical-align: middle;border-bottom: 0 solid rgba(0, 0, 0, 1.00);border-top: 0 solid rgba(0, 0, 0, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}</style><table data-quarto-disable-processing='true' class='cl-4acf6bf8'><caption style="display:table-caption;margin:0pt;text-align:center;border-bottom: 0.00pt solid transparent;border-top: 0.00pt solid transparent;border-left: 0.00pt solid transparent;border-right: 0.00pt solid transparent;padding-top:3pt;padding-bottom:3pt;padding-left:3pt;padding-right:3pt;line-height: 1;background-color:transparent;"><span>Mean and dispersion of absolute age-gap by type, Spain.</span></caption><thead><tr style="overflow-wrap:break-word;"><th rowspan="2"class="cl-4ac64fc8"><p class="cl-4ac62aac"><span class="cl-4abc9f78">Year</span></p></th><th colspan="3"class="cl-4ac64fc8"><p class="cl-4ac62aac"><span class="cl-4abc9f78">Mean</span></p></th><th colspan="3"class="cl-4ac64fc8"><p class="cl-4ac62aac"><span class="cl-4abc9f78">SD</span></p></th></tr><tr style="overflow-wrap:break-word;"><th class="cl-4ac64fdc"><p class="cl-4ac62aac"><span class="cl-4abc9f78">FF</span></p></th><th class="cl-4ac64fdc"><p class="cl-4ac62aac"><span class="cl-4abc9f78">MF</span></p></th><th class="cl-4ac64fdc"><p class="cl-4ac62aac"><span class="cl-4abc9f78">MM</span></p></th><th class="cl-4ac64fdc"><p class="cl-4ac62aac"><span class="cl-4abc9f78">FF</span></p></th><th class="cl-4ac64fdc"><p class="cl-4ac62aac"><span class="cl-4abc9f78">MF</span></p></th><th class="cl-4ac64fdc"><p class="cl-4ac62aac"><span class="cl-4abc9f78">MM</span></p></th></tr></thead><tbody><tr style="overflow-wrap:break-word;"><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">2,016</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.8</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.2</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">8.3</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.4</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.5</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">7.8</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">2,017</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.8</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.3</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">7.8</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.5</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.5</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">7.6</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">2,018</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.6</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.3</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">7.9</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.5</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.5</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">7.8</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">2,019</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.6</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.4</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">8.2</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.2</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.6</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">7.8</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">2,020</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.9</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.8</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">8.1</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.5</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.9</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">7.6</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">2,021</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.8</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.4</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">8.0</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.4</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.7</span></p></td><td class="cl-4ac64fe7"><p class="cl-4ac62aac"><span class="cl-4abc9f82">8.0</span></p></td></tr><tr style="overflow-wrap:break-word;"><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">2,022</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.6</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.3</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">7.9</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.5</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">4.5</span></p></td><td class="cl-4ac64fe6"><p class="cl-4ac62aac"><span class="cl-4abc9f82">7.6</span></p></td></tr></tbody></table></div> - **Much higher absolute age-gap** and **SD** for **MM**. **FF** and **MF** similar. - Comparable to France (5.1 in **FF**, 4.3 **MF**, 7.4 **MM**), and Netherlands 2015 (4.6, 4.3, and 7.5) ] .panel[ .panel-name[Graph] <!-- --> - Few changes over time - **Mean** and **sd** similar of magnitude for the three types of marriage: similar **cv** ] .panel[ .panel-name[Absolute age-gap by age] <!-- --> - Lowest **heterogamy** for those marrying in the middle-ages. - **MM** more **heterogamous** at every age. ] ] ] --- class: inverse, center, middle # Conclusions --- # Conclusions .pull-left[ #### Methodological - **Demographic** methods for the study of nuptiality are **extensible** to **same-sex** marriages in a very natural manner. - All the analysis presented, **same treatment** of marriages by type. - Important to know when to use **marriage database** when **partner database** - **Marriage**: Absolute numbers, **CMRs**, proportions, absolute age-gaps. *Current practice* - **Partners**: **TMRs**, mean ages, age-gap patterns. - **NSOs** should tabulate all of these quantities to facilitate comparative work. In particular **TMRs**. ] .pull-right[ #### Substantive - The **comparative analysis** shows a **consistent** pattern over time and across countries. - **TMRs** for same-sex marriages at less than 2% per type, with increasing ratio of **FF**. - **MM** marriages more **heterogamous** than **FF** or **MF** - Impact of **COVID** similar, but more intense for **MF** marriages. - These are mixed measures of **marriage intensity** and **risk**. To separate them, more data needed (*sexual orientation*, *couples*). ] --- class: inverse, center, middle background-image: url(data:image/png;base64,#img/usal_en_hor.png) background-position: 50% 90% background-size: 50% # Thanks! ## jaortega@usal.es