Abstract
Recently, statistical analyses of demographic datasets have come to play an important role for studies into the evolution of human life history. In the first part of this paper, I highlight fertility decline, an evolutionarily paradoxical phenomenon in terms of fitness maximization. Then, I conduct a literature review regarding the effects of socioeconomic status on the number of offspring, especially in modern developed, (post-)industrial, and low-fertility societies. Although a non-positive relationship between them has often been recognized as a general feature of fertility decline, there actually exists a great deal of variation. Based on the review, I discuss the association between socioeconomic success and reproductive success, and tackle an evolutionary question as to why people seek higher socioeconomic success that would not directly lead to higher reproductive success. It has been suggested that, in modern competitive environments, parents should set a higher value on their investment in children, and aim to have a smaller number of high-quality children. Also, parents would maintain higher socioeconomic status for themselves so as to provide high-levels of investment in their children. In the second part, I broadly consider seemingly evolutionarily (mal)adaptive outcomes besides fertility decline, including child abuse, menopause, and suicide. The integration of the major three approaches to human behavioral and psychological research (behavioral ecology, evolutionary psychology, and cultural evolution) could lead to a deeper understanding. I provide a model for the integrated approach. Rich empirical evidence accumulated in demographic studies, especially longitudinal and cross-cultural resources, can assist to develop a theoretical framework.
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Notes
Moreover, another deeper perspective regarding the relationships between socioeconomic status and reproductive success was provided by Ruth Mace (2007, 2008); even if there existed a negative or null relationship between wealth (i.e., socioeconomic success, in the viewpoint of this paper) and fertility among sub-populations, the relationship can be positive within a sub-population (see also Alvergne and Lummaa 2014 for the empirical evidence). Based on such an argument, wealth indicates a rural–urban gradient (i.e., people in rural societies would have lower wealth and those in urban societies have higher wealth) and it is assumed that the socioeconomic environment should be quite different among sub-populations. More approaches to this keen insight are required to understand precisely the relationships between socioeconomic status and reproductive outcomes (see also Stulp et al. 2016a for a discussion about the population heterogeneity in (post-) industrial societies).
They also stressed some possible biases arisen from the “researcher degrees of freedom” (the choices made about which variables to analyze and how). Stulp et al. (2016a) explained that there are a variety of choices on how the research question is optimized and how the samples and variables are selected. Then, the paper showed that such “degrees of freedom” that researchers have could bias the results and conclusion of the statistical analyses, even if the research question is fundamentally the same (pp 433–436).
In addition, I briefly discuss the effect of contraceptive use on the association between socioeconomic success and reproductive success. Several previous studies have confirmed a positive relationship between socioeconomic success and mating (sexual) success, such as the frequency of sex, for men (e.g., Pérusse 1993; Kanazawa 2003, but see also; Hopcroft 2006; Nettle and Pollet 2008). If sexual satisfaction or sexual desire, rather than its actual reproductive outcomes, such as the number of offspring, has a more important role for evolved human psychological mechanisms, modern fertility decline under effective birth control technologies and rich pornographic industries may be easily understood (but see also Borgerhoff Mulder 1998). Contrary to people in pre-industrial societies, a link between mating success and actual reproductive outcomes is very loose in (post-)industrial societies because of wide-spread effective birth control methods including contraception. Currently, people can acquire sexual satisfaction without risking a variety of costs of childbearing and childcare (e.g., time, economic, physical, or mental cost). Contraception may function to loosen the relationship between socioeconomic success and reproductive success.
In the integration method, it may also be reasonable to reduce some points if researchers find a clearly negative result for a hypothesis; but for (A), (B), and (C), negative (< 0) scores of the total points are methodologically outside the definition to calculate the center of gravity of the score-weighted triangle model.
References
Alvergne A, Lummaa V (2014) Ecological variation in wealth-fertility relationships in Mongolia: the ‘central theoretical problem of sociobiology’ not a problem after all? Proc R Soc Lond B 281:20141733
Alvergne A, Lawson DW, Clarke PMR, Gurmu E, Mace R (2013) Fertility, parental investment, and the early adoption of modern contraception in rural Ethiopia. Am J Hum Biol 25:107–115
Aubin HJ, Berlin I, Kornreich C (2013) The evolutionary puzzle of suicide. Int J Environ Res Public Health 10:6873–6886
Barkow J, Cosmides L, Tooby J (1992) The adapted mind: evolutionary psychology and the generation of culture. Oxford University Press, New York
Barrett L, Stulp G (in press) Evolutionary psychology. In: Callan H (ed) International encyclopedia of anthropology. Wiley, New Jersey. https://drive.google.com/file/d/0B8LfyKKoGIlQUVhaaV9nYmozdnM/view. Accessed 22 May 2017
Barrett L, Dunbar R, Lycett J (2002) Human evolutionary psychology. Princeton University Press, Princeton, pp 131–170
Barthold JA, Myrskylä M, Jones OR (2012) Childlessness drives the sex difference in the association between income and reproductive success of modern Europeans. Evol Hum Behav 33:628–638
Betzig LL (1986) Despotism and differential reproduction: a Darwinian view of history. Aldine Pub, New York
Bolund E, Hayward A, Pettay JE, Lummaa V (2015) Effects of the demographic transition on the genetic variances and covariances of human life-history traits. Evol Int J Org Evol 69:747–755
Borgerhoff Mulder M (1998) The demographic transition: are we any closer to an evolutionary explanation? Trends Ecol Evol 13:266–270
Borgerhoff Mulder M (2000) Optimizing offspring: the quantity–quality tradeoff in aropastoral Kipsigis. Evol Hum Behav 21:391–410
Borgerhoff Mulder M, Beheim BA (2011) Understanding the nature of wealth and its effects on human fitness. Philos T R Soc Lond B 366:344–356
Boyd R, Richerson PJ (1985) Culture and the evolutionary process. University of Chicago Press, Chicago
Brown GR, Richerson PJ (2014) Applying evolutionary theory to human behaviour: past differences and current debates. J Bioecon 16:105–128
Bryant J (2007) Theories of fertility decline and the evidence from development indicators. Popul Dev Rev 33:101–127
Buss DM (1989) Sex differences in human mate preferences: evolutionary hypotheses tested in 37 cultures. Behav Brain Sci 12:1–49
Buss DM (1999) Evolutionary psychology: the new science of the mind. Alyn and Bacon, Boston
Carey AD, Lopreato J (1995) The evolutionary demography of the fertility-mortality quasi-equilibrium. Popul Dev Rev 21:613–630
Chagnon N, Irons W (1979) Evolutionary biology and human social behavior: an anthropological perspective. Duxbury Press, California
Colleran H (2016) The cultural evolution of fertility decline. Philos T R Soc Lond B 371:20150152
Colleran H, Snopkowski K (in press) Variation in wealth and educational drivers of fertility decline across 45 countries. Popul Ecol
Colleran H, Jasienska G, Nenko I, Galbarczyk A, Mace R (2014) Community-level education accelerates the cultural evolution of fertility decline. Proc R Soc Lond B 281:20132732
Colleran H, Jasienska G, Nenko I, Galbarczyk A, Mace R (2015) Fertility decline and the changing dynamics of wealth, status and inequality. Proc R Soc Lond B 282:20150287
Daly M, Wilson M (1985) Child abuse and other risks of not living with both parents. Ethol Sociobiol 6:197–210
Daly M, Wilson M (2008) Is the “Cinderella effect” controversial? A case study of evolution-minded research and critiques thereof. In: Crawford CB, Krebs D (eds) Foundations of evolutionary psychology. Lawrence Erlbaum Associates, New York, pp 383–400
deCatanzaro D (1980) Human suicide: a biological perspective. Behav Brain Sci 3:265–272
Ellis L (1995) Dominance and reproductive success among nonhuman animals: a cross-species comparison. Ethol Sociobiol 16:257–333
Fieder M, Huber S (2007) The effects of sex and childlessness on the association between status and reproductive output in modern society. Evol Hum Behav 28:392–398
Fieder M, Huber S (2012) An evolutionary account of status, power, and career in modern societies. Hum Nat 23:191–207
Fieder M, Huber S, Bookstein FL, Iber K, Schäfer K, Winckler G, Wallner B (2005) Status and reproduction in humans: new evidence for the validity of evolutionary explanations on basis of a university sample. Ethology 111:940–950
Fieder M, Huber S, Bookstein FL (2011) Socioeconomic status, marital status and childlessness in men and women: an analysis of census data from six countries. J Biosoc Sci 43:619–635
Gibson MA, Lawson DW (2011) “Modernization” increases parental investment and sibling resource competition: evidence from a rural development initiative in Ethiopia. Evol Hum Behav 32:97–105
Gibson MA, Sear R (2010) Does wealth increase parental investment biases in child education? Curr Anthropol 51:693–701
Goldstein JR, Kenney CT (2001) Marriage delayed or marriage forgone? New cohort forecasts of first marriage for US women. Am Sociol Rev 66:506–519
Goodman A, Koupil I (2009) Social and biological determinants of reproductive success in Swedish males and females born 1915–1929. Evol Hum Behav 30:329–341
Goodman A, Koupil I, Lawson DW (2012) Low fertility increases descendant socioeconomic position but reduces long-term fitness in a modern post-industrial society. Proc R Soc Lond B 279:4342–4351
Hamilton WD (1964) The genetical evolution of social behaviour I & II. J Theor Biol 7:1–52
Hauber ME (2007) Fame, fortune, and fitness at the academy awards. J Ethol 25:201–204
Hawkes K, Coxworth JE (2013) Grandmothers and the evolution of human longevity: a review of findings and future directions. Evol Anthropol 22:294–302
Hawkes K, O’Connell JF, Blurton Jones NG, Alvarez H, Charnov EL (1998) Grandmothering, menopouse, and the evolution of human life histories. Proc Natl Acad Sci USA 95:1336–1339
Hedges S, Borgerhoff Mulder M, James S, Lawson DW (2016) Sending children to school: rural livelihoods and parental investment in education in northern Tanzania. Evol Hum Behav 37:142–151
Henrich J, McElreath R (2007) Dual-inheritance theory: the evolution of human cultural capacities and cultural evolution. In: Dunber R, Barrett L (eds) The Oxford handbook of evolutionary psychology. Oxford University Press, Oxford, pp 555–570
Henrich J, Heine S, Norenzayan A (2010) The weirdest people in the world? Behav Brain Sci 33:61–83
Hill SE, Reeve HK (2005) Low fertility in humans as the evolutionary outcome of snowballing resource games. Behav Ecol 16:398–402
Hopcroft RL (2006) Sex, status, and reproductive success in the contemporary United States. Evol Hum Behav 27:104–120
Hopcroft RL (2015) Sex differences in the relationship between status and number of offspring in the contemporary US. Evol Hum Behav 36:146–151
Hruschka DJ, Burger O (2016) How does variance in fertility change over the demographic transition? Philos Trans R Soc Lond B 371:20150155
Ji T, Wu J-J, He Q-Q, Xu J-J, Mace R, Tao Y (2013) Reproductive competition between females in the matrilineal Mosuo of southwestern China. Philos Trans R Soc Lon B 368:20130081
Jinko-gaku Kenkyukai (2009) Gendai Jinko Jiten [Encyclopedia of modern demography]. Hara Shobo, Tokyo (in Japanese)
Jones JH, Bird RB (2014) The marginal valuation of fertility. Evol Hum Behav 35:65–71
Kanazawa S (2003) Can evolutionary psychology explain reproductive behavior in the contemporary united states? Sociol Q 44:291–302
Kaplan H (1996) A theory of fertility and parental investment in traditional and modern human societies. Yearb Phys Anthropol 39:91–135
Kaplan HS, Lancaster JB (2000) The evolutionary economics and psychology of the demographic transition to low fertility. In: Cronk L, Chagnon N, Irons W (eds) Adaptation and human behavior: an anthropological perspective. Aldine de Gruyter, New York, pp 283–322
Kaplan HS, Lancaster JB (2003) An evolutionary and ecological analysis of human fertility, mating patterns, and parental investment. In: Wachter KW, Bulatao RA (eds) Offspring: human fertility behavior in biodemographic perspective. The National Academies Press, Washington DC, pp 170–223
Kaplan HS, Lancaster JB, Johnson SE, Bock JA (1995) Does observed fertility maximize fitness among New Mexican men? A test of an optimality model and a new theory of parental investment in the embodied capital of offspring. Hum Nat 6:325–360
Kaplan H, Lancaster JB, Tucker WT, Anderson KG (2002) Evolutionary approach to below replacement fertility. Am J Hum Biol 14:233–256
Kaptijin R, Thomese F, van Tilburg TG, Liefbroer AC, Deeg DJH (2010) Low fertility in contemporary humans and the mate value of their children: sex-specific effects on social status indicators. Evol Hum Behav 31:59–68
Keizer R, Dykstra PA, Jansen MD (2008) Pathways into childlessness: evidence of gendered life course dynamics. J Biosoc Sci 40:863–878
Kramer KL (2010) Cooperative breeding and its significance to the demographic success of humans. Annu Rev Anthropol 39:417–436
Kravdal Ø, Rindfuss RR (2008) Changing relationship between education and fertility: a study of women and men born 1940 to 1964. Am Sociol Rev 73:854–873
Laland KN, Brown GR (2006) Niche construction, human behavior, and the adaptive-lag hypothesis. Evol Anthropol 15:95–104
Laland KN, Brown GR (2011) Sense and nonsense: evolutionary perspectives on human behaviour, 2nd edn. Oxford University Press, New York
Lancaster JB, Kaplan HS (2010) Embodied capital and extra-somatic wealth in human evolution and human history. In: Muehlenbein MP (ed) Human evolutionary biology. Cambridge University Press, New York, pp 439–455
Lawson DW, Borgerhoff Mulder M (2016) The offspring quantity–quality trade-off and human fertility variation. Philos Trans R Soc Lond B 371:20150145
Lawson DW, Mace R (2010) Optimizing modern family size: trade-offs between fertility and the economic costs of reproduction. Hum Nat 21:39–61
Lawson DW, Mace R (2011) Parental investment and the optimization of human family size. Philos Trans R Soc Lond B 366:333–343
Lawson DW, Alverge A, Gibson MA (2012) The life-history trade-off between fertility and child survival. Proc R Soc Lond B 279:4755–4764
Liu J, Lummaa V (2014) An evolutionary approach to change of status–fertility relationship in human fertility transition. Behav Ecol 25:102–109
Low BS (2000) Sex, wealth, and fertility: old rules, new environment. In: Cronk L, Chagnon N, Irons W (eds) Adaptation and human behavior: an anthropological perspective. Aldine de Gruyter, New York, pp 323–346
Mace R (2007) The evolutionary ecology of human family size. In: Dunbar RIM, Barret L (eds) Oxford handbook of evolutionary psychology. Oxford University Press, Oxford, pp 383–396
Mace R (2008) Reproducing in cities. Science 319:764–766
Mace R (2014a) When not to have another baby: an evolutionary approach to low fertility. Demogr Res 30:1074–1096
Mace R (2014b) Human behavioral ecology and its evil twin. Behav Ecol 25:443–449
Marini MM (1984) Women’s educational attainment and the timing of entry into parenthood. Am Sociol Rev 49:491–511
Mattison SM, Sear R (2016) Modernizing evolutionary anthropology: introduction to the special issue. Hum Nat 27:335–350
McAllister L, Pepper GV, Virgo S, Coall DA (2016) The evolved psychological mechanisms of fertility motivation: hunting for causation in a sea of correlation. Philos Trans R Soc Lond B 371:20150151
Metcalf CJE, Pavard S (2007) Why evolutionary biologists should be demographers. Trends Ecol Evol 22:205–212
Morita M (2016) Evolutionary approaches to fertility decline in humans: case studies in Japan. PhD Thesis, SOKENDAI (The Graduate University for Advanced Studies). http://id.nii.ac.jp/1013/00005109/. Accessed 14 Feb 2017
Morita M, Ohtsuki H, Sasaki A, Hiraiwa-Hasegawa M (2012) Factors affecting the number of children in five developed countries: a statistical analysis with an evolutionary perspective. Lett Evol Behav Sci 3:7–11
Morita M, Ohtsuki H, Hiraiwa-Hasegawa M (2016a) A panel data analysis of the probability of childbirth in a Japanese sample: new evidence of the two-child norm. Am J Hum Biol 28:220–225
Morita M, Ohtsuki H, Hiraiwa-Hasegawa M (2016b) Does sexual conflict between mother and father lead to fertility decline? A questionnaire survey in a modern developed society. Hum Nat 27:201–219
Nakagawa S, Poulin R (2012) Meta-analytic insights into evolutionary ecology: an introduction and synthesis. Evol Ecol 26:1085–1099
Nakao H (2015) Philosophy of human evolutionary studies. The University of Nagoya Press, Nagoya (in Japanese)
Nettle D (2009) Evolution and genetics for psychology. Oxford University Press, New York
Nettle D, Pollet TV (2008) Natural selection on male wealth in humans. Am Nat 172:658–666
Nettle D, Gibson MA, Lawson DW, Sear R (2013) Human behavioral ecology: current research and future prospects. Behav Ecol 24:1031–1040
Pérusse D (1993) Cultural and reproductive success in industrial societies: testing the relationship at the proximate and ultimate levels. Behav Brain Sci 16:267–322
Richerson PJ, Boyd R (2005) Not by genes alone: how culture transformed human evolution. The University of Chicago Press, Chicago
Schaffnit SB, Sear R (2014) Wealth modifies relationships between kin and women’s fertility in high-income countries. Behav Ecol 25:834–842
Sear R (2015a) Evolutionary contributions to the study of human fertility. Popul Stud 69:S39-S55
Sear R (2015b) Evolutionary demography: a Darwinian renaissance in demography. In: Wright J (ed) International encyclopedia of the social & behavioral sciences, 2nd edn. Elsevier, Oxford, pp 406–412
Sear R (2016) Beyond the nuclear family: an evolutionary perspective on parenting. Curr Opin Psychol 7:98–103
Sear R, Coall D (2011) How much does family matter? Cooperative breeding and the demographic transition. Popul Dev Rev 37(Supplement):81–112
Sear R, Mace R (2008) Who keeps children alive? A review of the effects of kin on child survival. Evol Hum Behav 29:1–18
Sear R, Lawson DW, Dickins TE (2007) Synthesis in the human evolutionary behavioural sciences. J Evol Psychol 5:3–28
Sear R, Lawson DW, Kaplan H, Shenk MK (2016) Understanding variation in human fertility: what can we learn from evolutionary demography? Philos Trans R Soc Lond B 371:20150144
Shenk MK (2009) Testing three evolutionary models of the demographic transition: patterns of fertility and age at marriage in urban south India. Am J Hum Biol 21:505–511
Shenk MK, Towner MC, Kress HC, Alam N (2013) A model comparison approach shows stronger support for economic models of fertility decline. Proc Natl Acad Sci USA 110:8045–8050
Shenk MK, Kaplan HS, Hooper PL (2016) Status competition, inequality, and fertility: implications for the demographic transition. Philos Trans R Soc Lond B 371:20150150
Sheppard P, Snopkowski K, Sear R (2014) Father absence and reproduction-related outcomes in Malaysia, a transitional fertility population. Hum Nat 25:213–234
Skirbekk V (2008) Fertility trends by social status. Demogr Res 18:145–180
Smith EA (2000) Three styles in the evolutionary analysis of human behavior. In: Cronk L, Chagnon N, Irons W (eds) Adaptation and human behavior: an anthropological perspective. Aldine de Gruyter, New York, pp 27–46
Snopkowski K (2016) Marital dissolution and child educational outcomes in San Borja, Bolivia. Hum Nat 27:395–421
Snopkowski K, Kaplan H (2014) A synthetic biosocial model of fertility transition: testing the relative contribution of embodied capital theory, changing cultural norms, and women’s labor force participation. Am J Phys Anthropol 154:322–333
Snopkowski K, Towner MC, Shenk MK, Colleran H (2016) Pathways from education to fertility decline: a multi-site comparative study. Philos Trans R Soc Lond B 371:20150156
Sobotka T, Beaujouan É (2014) Two is best? The persistence of a two-child family ideal in Europe. Popul Dev Rev 40:391–419
Stearns SC, Byars SG, Govindaraju DR, Ewbank D (2010) Measuring selection in contemporary human populations. Nat Rev Genet 11:611–622
Strassmann BI, Garrard WM (2011) Alternatives to the grandmother hypothesis: a meta-analysis of the association between grandparental and grandchild survival in patrilineal populations. Hum Nat 22:201–222
Strassmann BI, Gillespie B (2002) Life-history theory, fertility and reproductive success in humans. Proc R Soc Lond B 269:553–562
Stulp G, Barrett L (2016) Wealth, fertility and adaptive behaviour in industrial populations. Philos Trans R Soc Lond B 371:20150153
Stulp G, Sear R, Barrett L (2016a) The reproductive ecology of industrial societies, part I: why measuring fertility matters. Hum Nat 27:422–444
Stulp G, Sear R, Schaffnit SB, Mills MC, Barrett L (2016b) The reproductive ecology of industrial societies, part II: the association between wealth and fertility. Hum Nat 445–470
Symons D (1990) Adaptiveness and adaptation. Ethol Sociobiol 11:427–444
Tamura K, Ihara Y (2017) Quantifying cultural macro-evolution: a case study of the hinoeuma fertility drop. Evol Hum Behav 38:117–124
Tooby J, Cosmides L (2016) The theoretical foundations of evolutionary psychology. In: Buss DM (ed) The handbook of evolutionary psychology, 2nd edn. Wiley, Hoboken, pp 3–87
Towner MC, Nenko I, Walton SE (2016) Why do women stop reproducing before menopause? A life-history approach to age at last birth. Philos Trans R Soc Lond B 371:20150147
Vining DR (1986) Social versus reproductive success: the central theoretical problem of human sociobiology. Behav Brain Sci 9:167–187
Vining DRJ (2011) Sociobiology’s relevance to modern society: commentary on two articles published here. Evol Hum Behav 32:364–367
von Rueden CR, Jaeggi AV (2016) Men’s status and reproductive success in 33 nonindustrial societies: effects of subsistence, marriage system, and reproductive strategy. Proc Natl Acad Sci USA 113:10824–10829
von Rueden C, Gurven M, Kaplan H (2011) Why do men seek status? Fitness payoffs to dominance and prestige. Proc R Soc Lond B 278:2223–2232
Weeden J, Abrams MJ, Green MC, Sabini J (2006) Do high-status people really have fewer children? Hum Nat 17:377–392
Wiederman MW (1993) Evolved gender differences in mate preferences: evidence from personal advertisements. Ethol Sociobiol 14:331–352
Acknowledgements
I would like to thank Dr. Takenori Takada at Hokkaido University and Dr. Richard P. Shefferson at The University of Tokyo for inviting me to the plenary symposium on evolutionary demography at the 32nd Annual Meeting of the Society of Population Ecology held in November, 2016. This paper is partly based on my presentation at the symposium. My deep thanks also go to all members and staff of the organizing committee for the meeting. Additionally, I am dearly grateful to two supervisors during my PhD project on evolutionary approaches to fertility decline: Dr. Mariko Hiraiwa-Hasegawa and Dr. Hisashi Ohtsuki at the SOKENDAI University. I sincerely appreciate their immense help. Dr. Gert Stulp at the University of Groningen gave me valuable and constructive comments on an earlier version of the manuscript. Instructive and helpful suggestions and advice from two anonymous reviewers and Dr. T. Takada greatly improved the quality of this paper. Discussions in research meetings at the National Institute of Population and Social Security Research, Japan, financially supported by JSPS KAKENHI (Grant Number 26285128, PI: Dr. Ryuichi Kaneko; Grant Number 25245061, PI: Dr. Miho Iwasawa), were also useful during manuscript revision. The editorial office of the journal copy-edited the manuscript very carefully and helped further refining the overall manuscript. This study was financially supported in part by the SOKENDAI University, and JSPS Research Fellowship and KAKENHI to the author during 2013 to 2016 (DC1, Grant Number 13J04635).
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The current paper includes an improved version of unpublished content (as journal articles) from the author’s PhD Thesis (Morita 2016; for the most part, Chapters 2 and 6) submitted to SOKENDAI (The Graduate University for Advanced Studies). This publication policy has been approved by the editorial office of Population Ecology, before submission for peer review. The written expression has been also newly re-edited from the original thesis.
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This manuscript was submitted for the special feature based on a symposium at Jozankei in Sapporo, Japan, held on 4 November 2016.
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Morita, M. Demographic studies enhance the understanding of evolutionarily (mal)adaptive behaviors and phenomena in humans: a review on fertility decline and an integrated model. Popul Ecol 60, 143–154 (2018). https://doi.org/10.1007/s10144-017-0597-y
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DOI: https://doi.org/10.1007/s10144-017-0597-y