The dawn of reproductive change in north east Italy. A microanalysis

Similar documents
The age of reproduction The effect of university tuition fees on enrolment in Quebec and Ontario,

The People of Perth Past, Present and Future

Senior poverty in Canada, : A decomposition analysis of income and poverty rates

2. Relative difference in ASCFR1 between Russia and the USA:

Power and Priorities: Gender, Caste, and Household Bargaining in India

Long term impacts of facilitating temporary contracts: A comparative analysis of Italy and Spain using birth cohorts

Population Trends 139 Spring 2010

Multiple Imputation for Missing Data in KLoSA

Siblings and human capital: A comparison between Italy and France

Comparative Analysis of Fresh and Dried Fish Consumption in Ondo State, Nigeria

Missing value imputation in SAS: an intro to Proc MI and MIANALYZE

A Web Survey Analysis of the Subjective Well-being of Spanish Workers

Labor Supply of Married Couples in the Formal and Informal Sectors in Thailand

Demographic, Seasonal, and Housing Characteristics Associated with Residential Energy Consumption in Texas, 2010

Heat stress increases long-term human migration in rural Pakistan

Bt Corn IRM Compliance in Canada

Online Appendix to Voluntary Disclosure and Information Asymmetry: Evidence from the 2005 Securities Offering Reform

Emerging Local Food Systems in the Caribbean and Southern USA July 6, 2014

Suicide Mortality Risk in the United States by Sex and Age Groups

Missing Data Treatments

What are the Driving Forces for Arts and Culture Related Activities in Japan?

A Comparison of X, Y, and Boomer Generation Wine Consumers in California

Investigating China s Stalled Revolution : Husband and Wife Involvement in Housework in the PRC. Juhua Yang Susan E. Short

Perspective of the Labor Market for security guards in Israel in time of terror attacks

Background & Literature Review The Research Main Results Conclusions & Managerial Implications

Internet Appendix to. The Price of Street Friends: Social Networks, Informed Trading, and Shareholder Costs. Jie Cai Ralph A.

RESEARCH UPDATE from Texas Wine Marketing Research Institute by Natalia Kolyesnikova, PhD Tim Dodd, PhD THANK YOU SPONSORS

US Chicken Consumption. Presentation to Chicken Marketing Summit July 18, 2017 Asheville, NC

Michael Bankier, Jean-Marc Fillion, Manchi Luc and Christian Nadeau Manchi Luc, 15A R.H. Coats Bldg., Statistics Canada, Ottawa K1A 0T6

KALLAS, Z.; ESCOBAR, C. & GIL, J.M.

Flexible Working Arrangements, Collaboration, ICT and Innovation

저작권법에따른이용자의권리는위의내용에의하여영향을받지않습니다.

Handling Missing Data. Ashley Parker EDU 7312

Statistics & Agric.Economics Deptt., Tocklai Experimental Station, Tea Research Association, Jorhat , Assam. ABSTRACT

Gail E. Potter, Timo Smieszek, and Kerstin Sailer. April 24, 2015

MARYLAND VITAL STATISTICS ANNUAL REPORT 2016

Appendix A. Table A1: Marginal effects and elasticities on the export probability

OF THE VARIOUS DECIDUOUS and

Debt and Debt Management among Older Adults

Imputation of multivariate continuous data with non-ignorable missingness

The Role of Calorie Content, Menu Items, and Health Beliefs on the School Lunch Perceived Health Rating

Tourism and HSR in Spain. Does the AVE increase local visitors?

Characteristics of U.S. Veal Consumers

The determinantsof charitable givingin Belgium

RESULTS OF THE MARKETING SURVEY ON DRINKING BEER

A Hedonic Analysis of Retail Italian Vinegars. Summary. The Model. Vinegar. Methodology. Survey. Results. Concluding remarks.

Analysis of Influencing Factors of Deviation of Consumer Willingness and Behavior in Popular Tea Consumption

Table S1. Countries and years in sample.

The R survey package used in these examples is version 3.22 and was run under R v2.7 on a PC.

Old Age Employment and Hours of Work Trends: Empirical Analysis for Four European Countries

Religion and Innovation

Commuter Mobility: An Indicator of Municipality Attraction An Analysis Based on Swedish Register Data

THE STATISTICAL SOMMELIER

This is a repository copy of Poverty and Participation in Twenty-First Century Multicultural Britain.

Report Brochure P O R T R A I T S U K REPORT PRICE: GBP 2,500 or 5 Report Credits* UK Portraits 2014

Dietary Diversity in Urban and Rural China: An Endogenous Variety Approach

The Effect of Gambling Expansion on Health

Canada Portraits. P re p a re d b y W i n e I n t e l l i ge n c e. Wine Intelligence 2018

FACTORS ASSOCIATED WITH SOFT DRINK CONSUMPTION IN PRESCHOOL-AGED CHILDREN IN SRI LANKA.

FLAVOR AND VARIETAL PREFERENCE IN THE US WINE MARKET

DOES BEER PLAY A SOLE ROLE IN ALCOHOL AND HEALTH SYMPHONY?

The Families, Children and Child Care (FCCC) study in relation to area characteristics: Recruitment and sample description

Monday 22 May 2017 Afternoon

MARYLAND VITAL STATISTICS ANNUAL REPORT 2013

Online Appendix to. Are Two heads Better Than One: Team versus Individual Play in Signaling Games. David C. Cooper and John H.

To make wine, to sell the grapes or to deliver them to a cooperative: determinants of the allocation of the grapes

Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications. Web Appendix

PARENTAL SCHOOL CHOICE AND ECONOMIC GROWTH IN NORTH CAROLINA

A Study on Consumer Attitude Towards Café Coffee Day. Gonsalves Samuel and Dias Franklyn. Abstract

Trade Integration and Method of Payments in International Transactions

and the World Market for Wine The Central Valley is a Central Part of the Competitive World of Wine What is happening in the world of wine?

An update from the Competitiveness and Market Analysis Section, Alberta Agriculture and Forestry.

ICT Use and Exports. Patricia Kotnik, Eva Hagsten. This is a working draft. Please do not cite or quote without permission of the authors.

INFLUENCES ON WINE PURCHASES: A COMPARISON BETWEEN MILLENNIALS AND PRIOR GENERATIONS. Presented to the. Faculty of the Agribusiness Department

Wine-Tasting by Numbers: Using Binary Logistic Regression to Reveal the Preferences of Experts

Aging, Social Capital, and Health Care Utilization in the Province of Ontario, Canada

west australian wine industry sustainable funding model

The Market Potential for Exporting Bottled Wine to Mainland China (PRC)

Food Science Hills Story. Naohide Kinae Advisor of Food Science Hills Superintendent of Shizuoka Prefectural Board of Education

Foodservice EUROPE. 10 countries analyzed: AUSTRIA BELGIUM FRANCE GERMANY ITALY NETHERLANDS PORTUGAL SPAIN SWITZERLAND UK

Chicken Usage Summary

Introduction Methods

(

DETERMINANTS OF DINER RESPONSE TO ORIENTAL CUISINE IN SPECIALITY RESTAURANTS AND SELECTED CLASSIFIED HOTELS IN NAIROBI COUNTY, KENYA

THE INTERNATIONAL JOURNAL OF BUSINESS & MANAGEMENT

Business Statistics /82 Spring 2011 Booth School of Business The University of Chicago Final Exam

Do Austrian Men and Women Become more Equal? At Least in Terms of Labor Supply! Georg Wernhart *) Rudolf Witner-Ebmer **)

their cultivation in and 36% of expansion in crop NCARE). growing in olive Area: sq km (UN, 2008) (UN, 2010/ /15) GNI per Bank, 2010) 2009)

Transportation demand management in a deprived territory: A case study in the North of France

Method for the imputation of the earnings variable in the Belgian LFS

SOUTH KOREAN WINE MARKET LANDSCAPE REPORT OCTOBER 2017

Activity 10. Coffee Break. Introduction. Equipment Required. Collecting the Data

Previous analysis of Syrah

The Impact of Free Trade Agreement on Trade Flows;

MARRIAGE INSTITUTIONS AND SIBLING COMPETITION REVISITED: EVIDENCE FROM INDONESIA

IMPACT OF PRICING POLICY ON DOMESTIC PRICES OF SUGAR IN INDIA

Napa Highway 29 Open Wineries

An application of cumulative prospect theory to travel time variability

Spring frost losses and climate change Not a contradiction in terms

Web Appendix to Identifying Sibling Inuence on Teenage Substance Use. Joseph G. Altonji, Sarah Cattan, and Iain Ware

Transcription:

The dawn of reproductive change in north east Italy. A microanalysis using a new source Marcantonio Caltabiano* and Gianpiero Dalla-Zuanna** * Università di Messina ** Università di Padova Introduction The historical decline of fertility in Italy has never been studied with micro-data, except for some small areas. In this paper we use the individual retrospective fertility survey combined with the 1971 Census in Italy. It is an unpublished source, but of good quality, at least for the variables of our interest. We analyze data on Veneto (the region of Venice, north east of Italy), covering a statistically significant sample, extended to 20% of the female population. It is possible to compare the fertility of cohorts born in 1882-1931, whose TFR decreased from 4.5 to 2.4. Data and methods The 1971 retrospective fertility survey collected for all women who were married, divorced or widowed (180.000 cases) the following data: (1) Month and year of first and last marriage (2) Month and year of widowhood or divorce, (3) Number of children and birth year of the first six children. The quality of our sample is good, especially for younger women (only 1% among women born between 1902 and 1936 were excluded for inconsistencies or missing answers). Older women and women with more than ten children have a larger rate of invalid cases, but their influence is negligible, as they are a limited part of our sample As fertility data are available only for married women, we hypothesize that unmarried women have no children (i.e. non-marital fertility is zero). This is a plausible hypothesis because nonmarital fertility has been very low for these cohorts in Veneto (Livi Bacci, 1977; Shorter et al. 1971). Moreover, our first estimates of TFR are comparable to those by Livi Bacci (1977) for 1906-1921 cohorts and Santini (1997) for 1922-1931 cohorts. The main objectives of our research are: (1) To describe and compare the trends of marriage and fertility by education for cohorts born in 1882-1931. For each cohort we estimate celibacy rate, mean age at marriage, TFR and mean age at first child by education. (2) To identify the forerunners of the decline and explore pathways of diffusion of birth control, considering both the differences by social class and those by micro-territorial area (the 580 municipalities of the region). For this reason we will use multilevel regression models clustering data by municipality. Using this methodology, we include as covariates also territorial data not available by the Census source (e.g. territorial indices of secularization), that could be linked to marital and fertility behavior.

Preliminary results (1) The proportion of married women increases uninterruptedly, whereas the average age at marriage is strongly influenced by the two WWs, that squeezed the marriage market (fig. 1). (2) As birth control spreads in the area, TFR declines steeply, approaching the replacement level in the cohorts born in 1920s. At the same time, the quote of women having five children or more becomes negligible (fig. 2). Fig. 1. Mean age at marriage and % of ever married women in Veneto, 1882-1931 cohorts Fig. 2. TFR and % of women with 0-4 children in Veneto, 1882-1931 cohorts

(3) In the first half of 20 th century education in Veneto increases continuously. As a consequence, the overall weight of more educated women becomes more and more relevant, facilitating the diffusion of new behaviors (table 1). (4) The differences by education in marital behavior shrink, even if women with secondary education (13 or more years of education) still have higher celibacy rates (fig. 3). (5) The few women with secondary education born in the last decades of the 19 th century already had a TFR around two. This value is approached but never reached by the women with low educational qualifications born fifty years after (fig. 4). Table 1. Women by education and cohort (row%) Cohort Years of education 0-4 5-7 8-12 13 + 1882-1886 48.7 45.4 3.1 2.8 1887-1891 44.8 49.6 3.0 2.7 1892-1896 40.7 53.2 3.4 2.7 1897-1901 35.9 56.6 3.7 3.8 1902-1906 33.8 58.6 4.4 3.2 1907-1911 33.8 58.8 5.0 2.4 1912-1916 29.2 62.3 5.5 3.1 1917-1921 23.3 64.8 6.4 5.4 1922-1926 20.5 66.1 7.3 6.0 Fig. 3. % of never married women by education in Veneto, 1882-1931 cohorts

Fig. 4. TFR by education in Veneto, 1882-1931 cohorts Table 2. Logit model on the risk of marring (all women) and on the risk of having more than four children (ever married women). Women born in 1882-1931, Veneto Covariate First marriage More than four children Intercept 1.71 *** -0.04* Relative risks Cohort 1882-86 (ref.) 1.00 1.00 1887-91 0.85 *** 0.83 *** 1892-96 0.92 *** 0.73 *** 1897-01 0.93 *** 0.69 *** 1902-06 0.98 0.59 *** 1907-11 1.03 0.40 *** 1912-16 1.14 *** 0.28 *** 1917-21 1.36 *** 0.18 *** 1922-26 1.39 *** 0.15 *** 1927-31 1.61 *** 0.12 *** Years of education 0-4 (ref.) 1.00 1.00 5-7 0.88 *** 0.68 *** 8-12 0.46 *** 0.18 *** 13+ 0.34 *** 0.21 *** Province Rovigo (ref.) 1.00 1.00 Verona 0.95 *** 0.93 *** Vicenza 0.87 *** 1.27 *** Belluno 1.05 *** 0.81 *** Treviso 1.00 1.23 *** Venice 1.12 *** 1.03 ** Padua 0.97 ** 1.33 *** N of cases 172,204 147,599 * p < 0.10; ** p < 0.05 *** p < 0.01

(6) Finally, we present the estimates of two preliminary, non-multilevel, independent logit models. They respectively estimate the hazard of marring (for all women) and having more than four children (for ever married women). We control for cohort, province and education (see table 2). References Livi Bacci M. (1977). A history of Italian fertility during the last two centuries, Princeton University Press, Princeton. Shorter E., Knodel J., Van De Walle E. (1971). The decline of non marital fertility in Europe, 1880-1940. Population Studies, 25, 375-393. Santini (1997). La fecondità nelle regioni italiane, analisi per coorti: anni 1952-1993. Collana Informazioni, n. 35. Istat, Rome.