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1. Modernization, collectivism, and gender equality predict love experiences in 45 countries

Author

Sorokowski, P., Kowal, M., Sternberg, R. J., Aavik, T., Akello, G., Alhabahba, M. M., Alm, C., Amjad, N., Anjum, A., Asao, K., Atama, C. S., Atamturk Duyar, D., Ayebare, R., Conroy-Beam, D., Bendixen, M., Bensafia, A., Bizumic, B., Boussena, M., Buss, D. M., Butovskaya, M., Can, S., Carrier, A., Cetinkaya, H., Croy, I., Cueto, R. M., Czub, M., Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Estevan, I., Esteves, C. S., Frackowiak, T., Garduno, J. C., Gonzalez, K. U., Guemaz, F., Halamova, M., Herak, I., Horvat, M., Hromatko, I., Hui, C. -M., Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Kennair, L. E. O., Kervyn, N., Ha, T. T. K., Khilji, I. A., Kobis, N. C., Kostic, A., Lan, H. M., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Linh, T. T., Lopez, Giulia, Van Luot, N., Mailhos, A., Manesi, Z., Martinez, R., Mckerchar, S. L., Mesko, N., Pejicic, M., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Omar-Fauzee, M. S., Onyishi, I. E., Ozener, B., Pagani, A. F., Pakalniskiene, V., Parise, Miriam, Pazhoohi, F., Pisanski, A., Pisanski, K., Ponciano, E., Popa, C., Prokop, P., Rizwan, M., Sainz, M., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Shahid, A., Sharad, S., Siddiqui, R. S., Simonetti, F., Tadinac, M., Vauclair, C. -M., Vega, L. D., Walter, K. V., Widarini, D. A., Yoo, G., Zatkova, M., Zupancic, M., Sorokowska, A., Lopez G. (ORCID:0000-0002-9188-0650), Parise M. (ORCID:0000-0003-2150-6636), Sorokowski, P., Kowal, M., Sternberg, R. J., Aavik, T., Akello, G., Alhabahba, M. M., Alm, C., Amjad, N., Anjum, A., Asao, K., Atama, C. S., Atamturk Duyar, D., Ayebare, R., Conroy-Beam, D., Bendixen, M., Bensafia, A., Bizumic, B., Boussena, M., Buss, D. M., Butovskaya, M., Can, S., Carrier, A., Cetinkaya, H., Croy, I., Cueto, R. M., Czub, M., Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Estevan, I., Esteves, C. S., Frackowiak, T., Garduno, J. C., Gonzalez, K. U., Guemaz, F., Halamova, M., Herak, I., Horvat, M., Hromatko, I., Hui, C. -M., Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Kennair, L. E. O., Kervyn, N., Ha, T. T. K., Khilji, I. A., Kobis, N. C., Kostic, A., Lan, H. M., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Linh, T. T., Lopez, Giulia, Van Luot, N., Mailhos, A., Manesi, Z., Martinez, R., Mckerchar, S. L., Mesko, N., Pejicic, M., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Omar-Fauzee, M. S., Onyishi, I. E., Ozener, B., Pagani, A. F., Pakalniskiene, V., Parise, Miriam, Pazhoohi, F., Pisanski, A., Pisanski, K., Ponciano, E., Popa, C., Prokop, P., Rizwan, M., Sainz, M., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Shahid, A., Sharad, S., Siddiqui, R. S., Simonetti, F., Tadinac, M., Vauclair, C. -M., Vega, L. D., Walter, K. V., Widarini, D. A., Yoo, G., Zatkova, M., Zupancic, M., Sorokowska, A., Lopez G. (ORCID:0000-0002-9188-0650), and Parise M. (ORCID:0000-0003-2150-6636)

Abstract

Recent cross-cultural and neuro-hormonal investigations have suggested that love is a near universal phenomenon that has a biological background. Therefore, the remaining important question is not whether love exists worldwide but which cultural, social, or environmental factors influence experiences and expressions of love. In the present study, we explored whether countries’ modernization indexes are related to love experiences measured by three subscales (passion, intimacy, commitment) of the Triangular Love Scale. Analyzing data from 9474 individuals from 45 countries, we tested for relationships with country-level predictors, namely, modernization proxies (i.e., Human Development Index, World Modernization Index, Gender Inequality Index), collectivism, and average annual temperatures. We found that mean levels of love (especially intimacy) were higher in countries with higher modernization proxies, collectivism, and average annual temperatures. In conclusion, our results grant some support to the hypothesis that modernization processes might influence love experiences.

Published
2023

2. Sex differences in human mate preferences vary across sex ratios

Author

Walter, K. V., Conroy-Beam, D., Buss, D. M., Asao, K., Sorokowska, A., Sorokowski, P., Aavik, T., Akello, G., Alhabahba, M. M., Alm, C., Amjad, N., Anjum, A., Atama, C. S., Duyar, D. A., Ayebare, R., Batres, C., Bendixen, M., Bensafia, A., Bizumic, B., Boussena, M., Butovskaya, M., Can, S., Cantarero, K., Carrier, A., Cetinkaya, H., Croy, I., Cueto, R. M., Czub, M., Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Estevan, I., Esteves, C. S., Fang, L., Frackowiak, T., Garduno, J. C., Gonzalez, K. U., Guemaz, F., Gyuris, P., Halamova, M., Herak, I., Horvat, M., Hromatko, I., Hui, C. -M., Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Ottesen Kennair, L. E., Kervyn, N., Khanh Ha, T. T., Khilji, I. A., Kobis, N. C., Lan, H. M., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Linh, T. T., Lopez, Giulia, Luot, N. V., Mailhos, A., Manesi, Z., Martinez, R., Mckerchar, S. L., Mesko, N., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Niemczyk, A., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Omar-Fauzee, M. S., Onyishi, I. E., Ozener, B., Pagani, Ariela Francesca, Pakalniskiene, V., Parise, Miriam, Pazhoohi, F., Pisanski, A., Pisanski, K., Ponciano, E., Popa, C., Prokop, P., Rizwan, M., Sainz, M., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Sharad, S., Siddiqui, R. S., Simonetti, F., Stoyanova, S. Y., Tadinac, M., Correa Varella, M. A., Vauclair, C. -M., Vega, L. D., Widarini, D. A., Yoo, G., Zatkova, M. M., Zupancic, M., Lopez G. (ORCID:0000-0002-9188-0650), Pagani A. F. (ORCID:0000-0002-7149-9350), Parise M. (ORCID:0000-0003-2150-6636), Walter, K. V., Conroy-Beam, D., Buss, D. M., Asao, K., Sorokowska, A., Sorokowski, P., Aavik, T., Akello, G., Alhabahba, M. M., Alm, C., Amjad, N., Anjum, A., Atama, C. S., Duyar, D. A., Ayebare, R., Batres, C., Bendixen, M., Bensafia, A., Bizumic, B., Boussena, M., Butovskaya, M., Can, S., Cantarero, K., Carrier, A., Cetinkaya, H., Croy, I., Cueto, R. M., Czub, M., Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Estevan, I., Esteves, C. S., Fang, L., Frackowiak, T., Garduno, J. C., Gonzalez, K. U., Guemaz, F., Gyuris, P., Halamova, M., Herak, I., Horvat, M., Hromatko, I., Hui, C. -M., Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Ottesen Kennair, L. E., Kervyn, N., Khanh Ha, T. T., Khilji, I. A., Kobis, N. C., Lan, H. M., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Linh, T. T., Lopez, Giulia, Luot, N. V., Mailhos, A., Manesi, Z., Martinez, R., Mckerchar, S. L., Mesko, N., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Niemczyk, A., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Omar-Fauzee, M. S., Onyishi, I. E., Ozener, B., Pagani, Ariela Francesca, Pakalniskiene, V., Parise, Miriam, Pazhoohi, F., Pisanski, A., Pisanski, K., Ponciano, E., Popa, C., Prokop, P., Rizwan, M., Sainz, M., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Sharad, S., Siddiqui, R. S., Simonetti, F., Stoyanova, S. Y., Tadinac, M., Correa Varella, M. A., Vauclair, C. -M., Vega, L. D., Widarini, D. A., Yoo, G., Zatkova, M. M., Zupancic, M., Lopez G. (ORCID:0000-0002-9188-0650), Pagani A. F. (ORCID:0000-0002-7149-9350), and Parise M. (ORCID:0000-0003-2150-6636)

Abstract

A wide range of literature connects sex ratio and mating behaviours in non-human animals. However, research examining sex ratio and human mating is limited in scope. Prior work has examined the relationship between sex ratio and desire for short-term, uncommitted mating as well as outcomes such as marriage and divorce rates. Less empirical attention has been directed towards the relationship between sex ratio and mate preferences, despite the importance of mate preferences in the human mating literature. To address this gap, we examined sex ratio's relationship to the variation in preferences for attractiveness, resources, kindness, intelligence and health in a long-term mate across 45 countries (n = 14 487). We predicted that mate preferences would vary according to relative power of choice on the mating market, with increased power derived from having relatively few competitors and numerous potential mates. We found that each sex tended to report more demanding preferences for attractiveness and resources where the opposite sex was abundant, compared to where the opposite sex was scarce. This pattern dovetails with those found for mating strategies in humans and mate preferences across species, highlighting the importance of sex ratio for understanding variation in human mate preferences.

Published
2021

3. Universality of the Triangular Theory of Love: Adaptation and Psychometric Properties of the Triangular Love Scale in 25 Countries

Author

Sorokowski, P., Sorokowska, A., Karwowski, M., Groyecka, A., Aavik, T., Akello, G., Alm, C., Amjad, N., Anjum, A., Asao, K., Atama, C. S., Atamturk Duyar, D., Ayebare, R., Batres, C., Bendixen, M., Bensafia, A., Bizumic, B., Boussena, M., Buss, D. M., Butovskaya, M., Can, S., Cantarero, K., Carrier, A., Cetinkaya, H., Chabin, D., Conroy-Beam, D., Croy, I., Cueto, R. M., Czub, M., Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Estevan, I., Esteves, C. S., Frackowiak, T., Graduno, J. C., Guemaz, F., Ha Thu, T., Halamova, M., Herak, I., Horvat, M., Hromatko, I., Hui, C. -M., Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Kennair, L. E. O., Kervyn, N., Kobis, N. C., Kostic, A., Krasnodebska, A., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Lopez, Giulia, Alhabahba, M. M., Mailhos, A., Manesi, Z., Martinez, R., Sainz Martinez, M., Mckerchar, S. L., Mesko, N., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Omar Fauzee, M. S., Onyishi, I. E., Ozener, B., Pagani, Ariela Francesca, Pakalniskiene, V., Parise, Miriam, Pawlowski, B., Pazhoohi, F., Pejicic, M., Pisanski, A., Pisanski, K., Plohl, N., Ponciano, E., Popa, C., Prokop, P., Przepiorka, A., Quang Lam, T., Rizwan, M., Rozycka-Tran, J., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Shahid, A., Shaikh, R., Sharad, S., Simonetti, F., Tadinac, M., Thi Khanh Ha, T., Ugalde Gonzalez, K., Vauclair, C. -M., Vega, L. D., Widarini, D. A., Wojciszke, B., Yoo, G., Zadeh, Z. F., Zatkova, M., Zupancic, M., Sternberg, R. J., Lopez G. (ORCID:0000-0002-9188-0650), Pagani A. F. (ORCID:0000-0002-7149-9350), Parise M. (ORCID:0000-0003-2150-6636), Sorokowski, P., Sorokowska, A., Karwowski, M., Groyecka, A., Aavik, T., Akello, G., Alm, C., Amjad, N., Anjum, A., Asao, K., Atama, C. S., Atamturk Duyar, D., Ayebare, R., Batres, C., Bendixen, M., Bensafia, A., Bizumic, B., Boussena, M., Buss, D. M., Butovskaya, M., Can, S., Cantarero, K., Carrier, A., Cetinkaya, H., Chabin, D., Conroy-Beam, D., Croy, I., Cueto, R. M., Czub, M., Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Estevan, I., Esteves, C. S., Frackowiak, T., Graduno, J. C., Guemaz, F., Ha Thu, T., Halamova, M., Herak, I., Horvat, M., Hromatko, I., Hui, C. -M., Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Kennair, L. E. O., Kervyn, N., Kobis, N. C., Kostic, A., Krasnodebska, A., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Lopez, Giulia, Alhabahba, M. M., Mailhos, A., Manesi, Z., Martinez, R., Sainz Martinez, M., Mckerchar, S. L., Mesko, N., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Omar Fauzee, M. S., Onyishi, I. E., Ozener, B., Pagani, Ariela Francesca, Pakalniskiene, V., Parise, Miriam, Pawlowski, B., Pazhoohi, F., Pejicic, M., Pisanski, A., Pisanski, K., Plohl, N., Ponciano, E., Popa, C., Prokop, P., Przepiorka, A., Quang Lam, T., Rizwan, M., Rozycka-Tran, J., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Shahid, A., Shaikh, R., Sharad, S., Simonetti, F., Tadinac, M., Thi Khanh Ha, T., Ugalde Gonzalez, K., Vauclair, C. -M., Vega, L. D., Widarini, D. A., Wojciszke, B., Yoo, G., Zadeh, Z. F., Zatkova, M., Zupancic, M., Sternberg, R. J., Lopez G. (ORCID:0000-0002-9188-0650), Pagani A. F. (ORCID:0000-0002-7149-9350), and Parise M. (ORCID:0000-0003-2150-6636)

Abstract

The Triangular Theory of Love (measured with Sternberg’s Triangular Love Scale–STLS) is a prominent theoretical concept in empirical research on love. To expand the culturally homogeneous body of previous psychometric research regarding the STLS, we conducted a large-scale cross-cultural study with the use of this scale. In total, we examined more than 11,000 respondents, but as a result of applied exclusion criteria, the final analyses were based on a sample of 7332 participants from 25 countries (from all inhabited continents). We tested configural invariance, metric invariance, and scalar invariance, all of which confirmed the cultural universality of the theoretical construct of love analyzed in our study. We also observed that levels of love components differ depending on relationship duration, following the dynamics suggested in the Triangular Theory of Love. Supplementary files with all our data, including results on love intensity across different countries along with STLS versions adapted in a few dozen languages, will further enable more extensive research on the Triangular Theory of Love.

Published
2021

4. Affective Interpersonal Touch in Close Relationships: A Cross-Cultural Perspective

Author

Sorokowska, A., Saluja, S., Sorokowski, P., Frackowiak, T., Karwowski, M., Aavik, T., Akello, G., Alm, C., Amjad, N., Anjum, A., Asao, K., Atama, C. S., Atamturk Duyar, D., Ayebare, R., Batres, C., Bendixen, M., Bensafia, A., Bizumic, B., Boussena, M., Buss, D. M., Butovskaya, M., Can, S., Cantarero, K., Carrier, A., Cetinkaya, H., Chabin, D., Conroy-Beam, D., Contreras-Graduno, J., Varella, M. A. C., Cueto, R. M., Czub, M., Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Esteves, C. S., Guemaz, F., Halamova, M., Herak, I., Hromatko, I., Hui, C. -M., Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Kennair, L. E. O., Kervyn, N. O., Khilji, I. A., Kobis, N. C., Kostic, A., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Lopez, Giulia, Manesi, Z., Martinez, R., Mckerchar, S. L., Mesko, N., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Onyishi, I. E., Ozener, B., Pagani, Ariela Francesca, Pakalniskiene, V., Parise, Miriam, Pazhoohi, F., Pejicic, M., Pisanski, A., Pisanski, K., Plohl, N., Popa, C., Prokop, P., Rizwan, M., Sainz, M., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Shahid, A., Shaikh, R., Sharad, S., Siddiqui, R. S., Simonetti, F., Tadinac, M., Ugalde Gonzalez, K., Uhryn, O., Vauclair, C. -M., Vega Araya, L. D., Widarini, D. A., Yoo, G., Zadeh, Z. F., Zatkova, M., Zupancic, M., Croy, I., Lopez G. (ORCID:0000-0002-9188-0650), Pagani A. F. (ORCID:0000-0002-7149-9350), Parise M. (ORCID:0000-0003-2150-6636), Sorokowska, A., Saluja, S., Sorokowski, P., Frackowiak, T., Karwowski, M., Aavik, T., Akello, G., Alm, C., Amjad, N., Anjum, A., Asao, K., Atama, C. S., Atamturk Duyar, D., Ayebare, R., Batres, C., Bendixen, M., Bensafia, A., Bizumic, B., Boussena, M., Buss, D. M., Butovskaya, M., Can, S., Cantarero, K., Carrier, A., Cetinkaya, H., Chabin, D., Conroy-Beam, D., Contreras-Graduno, J., Varella, M. A. C., Cueto, R. M., Czub, M., Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Esteves, C. S., Guemaz, F., Halamova, M., Herak, I., Hromatko, I., Hui, C. -M., Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Kennair, L. E. O., Kervyn, N. O., Khilji, I. A., Kobis, N. C., Kostic, A., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Lopez, Giulia, Manesi, Z., Martinez, R., Mckerchar, S. L., Mesko, N., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Onyishi, I. E., Ozener, B., Pagani, Ariela Francesca, Pakalniskiene, V., Parise, Miriam, Pazhoohi, F., Pejicic, M., Pisanski, A., Pisanski, K., Plohl, N., Popa, C., Prokop, P., Rizwan, M., Sainz, M., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Shahid, A., Shaikh, R., Sharad, S., Siddiqui, R. S., Simonetti, F., Tadinac, M., Ugalde Gonzalez, K., Uhryn, O., Vauclair, C. -M., Vega Araya, L. D., Widarini, D. A., Yoo, G., Zadeh, Z. F., Zatkova, M., Zupancic, M., Croy, I., Lopez G. (ORCID:0000-0002-9188-0650), Pagani A. F. (ORCID:0000-0002-7149-9350), and Parise M. (ORCID:0000-0003-2150-6636)

Abstract

Interpersonal touch behavior differs across cultures, yet no study to date has systematically tested for cultural variation in affective touch, nor examined the factors that might account for this variability. Here, over 14,000 individuals from 45 countries were asked whether they embraced, stroked, kissed, or hugged their partner, friends, and youngest child during the week preceding the study. We then examined a range of hypothesized individual-level factors (sex, age, parasitic history, conservatism, religiosity, and preferred interpersonal distance) and cultural-level factors (regional temperature, parasite stress, regional conservatism, collectivism, and religiosity) in predicting these affective-touching behaviors. Our results indicate that affective touch was most prevalent in relationships with partners and children, and its diversity was relatively higher in warmer, less conservative, and religious countries, and among younger, female, and liberal people. This research allows for a broad and integrated view of the bases of cross-cultural variability in affective touch.

Published
2021

5. Sex differences in mate preferences across 45 Countries: A large-scale replication

Author

Walter, K. V., Conroy-Beam, D., Buss, D. M., Asao, K., Sorokowska, A., Sorokowski, P., Aavik, T., Akello, G., Alhabahba, M. M., Alm, C., Amjad, N., Anjum, A., Atama, C. S., Atamturk Duyar, D., Ayebare, R., Batres, C., Bendixen, M., Bensafia, A., Bizumic, B., Boussena, M., Butovskaya, M., Can, S., Cantarero, K., Carrier, A., Cetinkaya, H., Croy, I., Cueto, R. M., Czub, M., Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Estevan, I., Esteves, C. S., Fang, L., Frackowiak, T., Garduno, J. C., Gonzalez, K. U., Guemaz, F., Gyuris, P., Halamova, M., Herak, I., Horvat, M., Hromatko, I., Hui, C. -M., Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Kennair, L. E. O., Kervyn, N., Khanh Ha, T. T., Khilji, I. A., Kobis, N. C., Lan, H. M., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Linh, T. T., Lopez, Giulia, Van Luot, N., Mailhos, A., Manesi, Z., Martinez, R., Mckerchar, S. L., Mesko, N., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Niemczyk, A., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Omar-Fauzee, M. S., Onyishi, I. E., Ozener, B., Pagani, Ariela Francesca, Pakalniskiene, V., Parise, Miriam, Pazhoohi, F., Pisanski, A., Pisanski, K., Ponciano, E., Popa, C., Prokop, P., Rizwan, M., Sainz, M., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Sharad, S., Siddiqui, R. S., Simonetti, F., Stoyanova, S. Y., Tadinac, M., Varella, M. A. C., Vauclair, C. -M., Vega, L. D., Widarini, D. A., Yoo, G., Zat'Kova, M., Zupancic, M., Lopez G. (ORCID:0000-0002-9188-0650), Pagani A. F. (ORCID:0000-0002-7149-9350), Parise M. (ORCID:0000-0003-2150-6636), Walter, K. V., Conroy-Beam, D., Buss, D. M., Asao, K., Sorokowska, A., Sorokowski, P., Aavik, T., Akello, G., Alhabahba, M. M., Alm, C., Amjad, N., Anjum, A., Atama, C. S., Atamturk Duyar, D., Ayebare, R., Batres, C., Bendixen, M., Bensafia, A., Bizumic, B., Boussena, M., Butovskaya, M., Can, S., Cantarero, K., Carrier, A., Cetinkaya, H., Croy, I., Cueto, R. M., Czub, M., Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Estevan, I., Esteves, C. S., Fang, L., Frackowiak, T., Garduno, J. C., Gonzalez, K. U., Guemaz, F., Gyuris, P., Halamova, M., Herak, I., Horvat, M., Hromatko, I., Hui, C. -M., Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Kennair, L. E. O., Kervyn, N., Khanh Ha, T. T., Khilji, I. A., Kobis, N. C., Lan, H. M., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Linh, T. T., Lopez, Giulia, Van Luot, N., Mailhos, A., Manesi, Z., Martinez, R., Mckerchar, S. L., Mesko, N., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Niemczyk, A., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Omar-Fauzee, M. S., Onyishi, I. E., Ozener, B., Pagani, Ariela Francesca, Pakalniskiene, V., Parise, Miriam, Pazhoohi, F., Pisanski, A., Pisanski, K., Ponciano, E., Popa, C., Prokop, P., Rizwan, M., Sainz, M., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Sharad, S., Siddiqui, R. S., Simonetti, F., Stoyanova, S. Y., Tadinac, M., Varella, M. A. C., Vauclair, C. -M., Vega, L. D., Widarini, D. A., Yoo, G., Zat'Kova, M., Zupancic, M., Lopez G. (ORCID:0000-0002-9188-0650), Pagani A. F. (ORCID:0000-0002-7149-9350), and Parise M. (ORCID:0000-0003-2150-6636)

Abstract

Considerable research has examined human mate preferences across cultures, finding universal sex differences in preferences for attractiveness and resources as well as sources of systematic cultural variation. Two competing perspectives-an evolutionary psychological perspective and a biosocial role perspective-offer alternative explanations for these findings. However, the original data on which each perspective relies are decades old, and the literature is fraught with conflicting methods, analyses, results, and conclusions. Using a new 45-country sample (N = 14,399), we attempted to replicate classic studies and test both the evolutionary and biosocial role perspectives. Support for universal sex differences in preferences remains robust: Men, more than women, prefer attractive, young mates, and women, more than men, prefer older mates with financial prospects. Cross-culturally, both sexes have mates closer to their own ages as gender equality increases. Beyond age of partner, neither pathogen prevalence nor gender equality robustly predicted sex differences or preferences across countries.

Published
2020

6. Contrasting computational models of mate preference integration across 45 Countries

Author

Conroy-Beam, D., Buss, D. M., Asao, K., Sorokowska, A., Sorokowski, P., Aavik, T., Akello, G., Alhabahba, M. M., Alm, C., Amjad, N., Anjum, A., Atama, C. S., Duyar, D. A., Ayebare, R., Batres, C., Bendixen, M., Bensafia, A., Bizumic, B., Boussena, M., Butovskaya, M., Can, S., Cantarero, K., Carrier, A., Cetinkaya, H., Croy, I., Cueto, R. M., Czub, M., Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Estevan, I., Esteves, C. S., Fang, L., Frackowiak, T., Garduno, J. C., Gonzalez, K. U., Guemaz, F., Gyuris, P., Halamova, M., Herak, I., Horvat, M., Hromatko, I., Hui, C. -M., Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Kennair, L. E. O., Kervyn, N., Thi Khanh Ha, T., Khilji, I. A., Kobis, N. C., Lan, H. M., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Thi Linh, T., Lopez, Giulia, Van Luot, N., Mailhos, A., Manesi, Z., Martinez, R., Mckerchar, S. L., Mesko, N., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Niemczyk, A., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Omar-Fauzee, M. S., Onyishi, I. E., Ozener, B., Pagani, Ariela Francesca, Pakalniskiene, V., Parise, Miriam, Pazhoohi, F., Pisanski, A., Pisanski, K., Ponciano, E., Popa, C., Prokop, P., Rizwan, M., Sainz, M., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Sharad, S., Siddiqui, R. S., Simonetti, F., Stoyanova, S. Y., Tadinac, M., Varella, M. A. C., Vauclair, C. -M., Vega, L. D., Widarini, D. A., Yoo, G., Zatkova, M., Zupancic, M., Lopez G. (ORCID:0000-0002-9188-0650), Pagani A. F. (ORCID:0000-0002-7149-9350), Parise M. (ORCID:0000-0003-2150-6636), Conroy-Beam, D., Buss, D. M., Asao, K., Sorokowska, A., Sorokowski, P., Aavik, T., Akello, G., Alhabahba, M. M., Alm, C., Amjad, N., Anjum, A., Atama, C. S., Duyar, D. A., Ayebare, R., Batres, C., Bendixen, M., Bensafia, A., Bizumic, B., Boussena, M., Butovskaya, M., Can, S., Cantarero, K., Carrier, A., Cetinkaya, H., Croy, I., Cueto, R. M., Czub, M., Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Estevan, I., Esteves, C. S., Fang, L., Frackowiak, T., Garduno, J. C., Gonzalez, K. U., Guemaz, F., Gyuris, P., Halamova, M., Herak, I., Horvat, M., Hromatko, I., Hui, C. -M., Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Kennair, L. E. O., Kervyn, N., Thi Khanh Ha, T., Khilji, I. A., Kobis, N. C., Lan, H. M., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Thi Linh, T., Lopez, Giulia, Van Luot, N., Mailhos, A., Manesi, Z., Martinez, R., Mckerchar, S. L., Mesko, N., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Niemczyk, A., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Omar-Fauzee, M. S., Onyishi, I. E., Ozener, B., Pagani, Ariela Francesca, Pakalniskiene, V., Parise, Miriam, Pazhoohi, F., Pisanski, A., Pisanski, K., Ponciano, E., Popa, C., Prokop, P., Rizwan, M., Sainz, M., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Sharad, S., Siddiqui, R. S., Simonetti, F., Stoyanova, S. Y., Tadinac, M., Varella, M. A. C., Vauclair, C. -M., Vega, L. D., Widarini, D. A., Yoo, G., Zatkova, M., Zupancic, M., Lopez G. (ORCID:0000-0002-9188-0650), Pagani A. F. (ORCID:0000-0002-7149-9350), and Parise M. (ORCID:0000-0003-2150-6636)

Abstract

Humans express a wide array of ideal mate preferences. Around the world, people desire romantic partners who are intelligent, healthy, kind, physically attractive, wealthy, and more. In order for these ideal preferences to guide the choice of actual romantic partners, human mating psychology must possess a means to integrate information across these many preference dimensions into summaries of the overall mate value of their potential mates. Here we explore the computational design of this mate preference integration process using a large sample of n = 14,487 people from 45 countries around the world. We combine this large cross-cultural sample with agent-based models to compare eight hypothesized models of human mating markets. Across cultures, people higher in mate value appear to experience greater power of choice on the mating market in that they set higher ideal standards, better fulfill their preferences in choice, and pair with higher mate value partners. Furthermore, we find that this cross-culturally universal pattern of mate choice is most consistent with a Euclidean model of mate preference integration.

Published
2019

7. Assortative mating and the evolution of desirability covariation

Author

Conroy-Beam, D., Roney, J. R., Lukaszewski, A. W., Buss, D. M., Asao, K., Sorokowska, A., Sorokowski, P., Aavik, T., Akello, G., Alhabahba, M. M., Alm, C., Amjad, N., Anjum, A., Atama, C. S., Atamturk Duyar, D., Ayebare, R., Batres, C., Bendixen, M., Bensafia, A., Bertoni, Anna Marta Maria, Bizumic, B., Boussena, M., Butovskaya, M., Can, S., Cantarero, K., Carrier, A., Cetinkaya, H., Croy, I., Cueto, R. M., Czub, M., Donato, Silvia, Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Estevan, I., Esteves, C. S., Fang, L., Frackowiak, T., Contreras Garduno, J., Gonzalez, K. U., Guemaz, F., Gyuris, P., Halamova, M., Herak, I., Horvat, M., Hromatko, I., Hui, C. -M., Iafrate, Raffaella, Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Kennair, L. E. O., Kervyn, N., Ha, T. T. K., Khilji, I. A., Kobis, N. C., Lan, H. M., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Linh, T. T., Lopez, Giulia, Van Luot, N., Mailhos, A., Manesi, Z., Martinez, R., Mckerchar, S. L., Mesko, N., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Niemczyk, A., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Omar-Fauzee, M. S., Onyishi, I. E., Ozener, B., Pagani, Ariela Francesca, Pakalniskiene, V., Parise, Miriam, Pazhoohi, F., Pisanski, A., Pisanski, K., Ponciano, E., Popa, C., Prokop, P., Rizwan, M., Sainz, M., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Sharad, S., Siddiqui, R. S., Simonetti, F., Stoyanova, S. Y., Tadinac, M., Varella, M. A. C., Vauclair, C. -M., Vega, L. D., Widarini, D. A., Yoo, G., Zatkova, M., Zupancic, M., Bertoni A. (ORCID:0000-0001-7228-8718), Donato S. (ORCID:0000-0002-8406-4604), Iafrate R. (ORCID:0000-0003-1311-8983), Lopez G. (ORCID:0000-0002-9188-0650), Pagani A. F. (ORCID:0000-0002-7149-9350), Parise M. (ORCID:0000-0003-2150-6636), Conroy-Beam, D., Roney, J. R., Lukaszewski, A. W., Buss, D. M., Asao, K., Sorokowska, A., Sorokowski, P., Aavik, T., Akello, G., Alhabahba, M. M., Alm, C., Amjad, N., Anjum, A., Atama, C. S., Atamturk Duyar, D., Ayebare, R., Batres, C., Bendixen, M., Bensafia, A., Bertoni, Anna Marta Maria, Bizumic, B., Boussena, M., Butovskaya, M., Can, S., Cantarero, K., Carrier, A., Cetinkaya, H., Croy, I., Cueto, R. M., Czub, M., Donato, Silvia, Dronova, D., Dural, S., Duyar, I., Ertugrul, B., Espinosa, A., Estevan, I., Esteves, C. S., Fang, L., Frackowiak, T., Contreras Garduno, J., Gonzalez, K. U., Guemaz, F., Gyuris, P., Halamova, M., Herak, I., Horvat, M., Hromatko, I., Hui, C. -M., Iafrate, Raffaella, Jaafar, J. L., Jiang, F., Kafetsios, K., Kavcic, T., Kennair, L. E. O., Kervyn, N., Ha, T. T. K., Khilji, I. A., Kobis, N. C., Lan, H. M., Lang, A., Lennard, G. R., Leon, E., Lindholm, T., Linh, T. T., Lopez, Giulia, Van Luot, N., Mailhos, A., Manesi, Z., Martinez, R., Mckerchar, S. L., Mesko, N., Misra, G., Monaghan, C., Mora, E. C., Moya-Garofano, A., Musil, B., Natividade, J. C., Niemczyk, A., Nizharadze, G., Oberzaucher, E., Oleszkiewicz, A., Omar-Fauzee, M. S., Onyishi, I. E., Ozener, B., Pagani, Ariela Francesca, Pakalniskiene, V., Parise, Miriam, Pazhoohi, F., Pisanski, A., Pisanski, K., Ponciano, E., Popa, C., Prokop, P., Rizwan, M., Sainz, M., Salkicevic, S., Sargautyte, R., Sarmany-Schuller, I., Schmehl, S., Sharad, S., Siddiqui, R. S., Simonetti, F., Stoyanova, S. Y., Tadinac, M., Varella, M. A. C., Vauclair, C. -M., Vega, L. D., Widarini, D. A., Yoo, G., Zatkova, M., Zupancic, M., Bertoni A. (ORCID:0000-0001-7228-8718), Donato S. (ORCID:0000-0002-8406-4604), Iafrate R. (ORCID:0000-0003-1311-8983), Lopez G. (ORCID:0000-0002-9188-0650), Pagani A. F. (ORCID:0000-0002-7149-9350), and Parise M. (ORCID:0000-0003-2150-6636)

Abstract

Mate choice lies close to differential reproduction, the engine of evolution. Patterns of mate choice consequently have power to direct the course of evolution. Here we provide evidence suggesting one pattern of human mate choice—the tendency for mates to be similar in overall desirability—caused the evolution of a structure of correlations that we call the d factor. We use agent-based models to demonstrate that assortative mating causes the evolution of a positive manifold of desirability, d, such that an individual who is desirable as a mate along any one dimension tends to be desirable across all other dimensions. Further, we use a large cross-cultural sample with n = 14,478 from 45 countries around the world to show that this d-factor emerges in human samples, is a cross-cultural universal, and is patterned in a way consistent with an evolutionary history of assortative mating. Our results suggest that assortative mating can explain the evolution of a broad structure of human trait covariation.

Published
2019

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