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1. Predictors of enhancing human physical attractiveness: Data from 93 countries

Author

Kowal, M., Sorokowski, P., Pisanski, K., Valentova, J.V., Varella, M.A.C., Frederick, D.A., Al-Shawaf, L., García, F.E., Giammusso, I., Gjoneska, B., Kozma, L., Otterbring, T., Papadatou-Pastou, M., Pfuhl, G., Stöckli, S., Studzinska, A., Toplu-Demirtaş, E., Touloumakos, A.K., Bakos, B.E., Batres, C., Bonneterre, S., Czamanski-Cohen, J., Dacanay, J.C., Deschrijver, E., Fisher, M.L., Grano, C., Grigoryev, D., Kačmár, P., Kozlov, M.V., Manunta, E., Massar, K., McFall, J.P., Mebarak, M., Miccoli, M.R., Milfont, T.L., Prokop, P., Aavik, T., Arriaga, P., Baiocco, R., Čeněk, J., Çetinkaya, H., Duyar, I., Guemaz, F., Ishii, T., Kamburidis, J.A., Khun-Inkeeree, H., Lidborg, L.H., Manor, H., Nussinson, R., Omar-Fauzee, M.S.B., Pazhoohi, F., Ponnet, K., Santos, A.C., Senyk, O., Spasovski, O., Vintila, M., Wang, A.H., Yoo, G., Zerhouni, O., Amin, R., Aquino, S., Boğa, M., Boussena, M., Can, A.R., Can, S., Castro, R., Chirumbolo, A., Çoker, O., Cornec, C., Dural, S., Eder, S.J., Moharrampour, N.G., Grassini, S., Hristova, E., Ikizer, G., Kervyn, N., Koyuncu, M., Kunisato, Y., Lins, S., Mandzyk, T., Mari, S., Mattiassi, A.D.A., Memisoglu-Sanli, A., Morelli, M., Novaes, F.C., Parise, M., Banai, I.P., Perun, M., Plohl, N., Sahli, F.Z., Šakan, D., Smojver-Azić, S., Solak, Ç., Söylemez, S., Toyama, A., Wlodarczyk, A., Yamada, Y., Abad-Villaverde, B., Afhami, R., Akello, G., Alami, N.H., Alma, L., Argyrides, M., Atamtürk, D., Burduli, N., Cardona, S., Carneiro, J., Castañeda, A., Chałatkiewicz, I., Chopik, W.J., Chubinidze, D., Conroy-Beam, D., Contreras-Garduño, J., da Silva, D.R., Don, Y.B., Donato, S., Dubrov, D., Duračková, M., Dutt, S., Ebimgbo, S.O., Estevan, I., Etchezahar, E., Fedor, P., Fekih-Romdhane, F., Frackowiak, T., Galasinska, K., Gargula, Ł., Gelbart, B., Yepes, T.G., Hamdaoui, B., Hromatko, I., Itibi, S.N., Jaforte, L., Janssen, Jose, Jović, Marija, Kertechian, K.S., Khan, F., Kobylarek, A., Koso-Drljević, M., Krasnodębska, A., Križanić, V., Landa-Blanco, M., Mailhos, A., Marot, T., Dorcić, T.M., Martinez-Banfi, M., Yusof, M.R., Mayorga-Lascano, M., Mikuličiūtė, V., Mišetić, K., Musil, B., Najmussaqib, A., Muthu, K.N., Natividade, J.C., Ndukaihe, I.L.G., Nyhus, E.K., Oberzaucher, E., Omar, S.S., Ostaszewski, F., Pacquing, M.C.T., Pagani, A.F., Park, J.H., Pirtskhalava, E., Reips, U.-D., Reyes, M.E.S., Röer, J.P., Şahin, A., Samekin, A., Sargautytė, R., Semenovskikh, T., Siepelmeyer, H., Singh, S., Sołtys, A., Sorokowska, A., Soto-López, R., Sultanova, L., Tamayo-Agudelo, W., Tan, C.-S., Topanova, G.T., Bulut, M.T., Trémolière, B., Tulyakul, S., Türkan, B.N., Urbanek, A., Volkodav, T., Walter, K.V., Yaakob, M.F.M., Zumárraga-Espinosa, M., Kowal, M., Sorokowski, P., Pisanski, K., Valentova, J.V., Varella, M.A.C., Frederick, D.A., Al-Shawaf, L., García, F.E., Giammusso, I., Gjoneska, B., Kozma, L., Otterbring, T., Papadatou-Pastou, M., Pfuhl, G., Stöckli, S., Studzinska, A., Toplu-Demirtaş, E., Touloumakos, A.K., Bakos, B.E., Batres, C., Bonneterre, S., Czamanski-Cohen, J., Dacanay, J.C., Deschrijver, E., Fisher, M.L., Grano, C., Grigoryev, D., Kačmár, P., Kozlov, M.V., Manunta, E., Massar, K., McFall, J.P., Mebarak, M., Miccoli, M.R., Milfont, T.L., Prokop, P., Aavik, T., Arriaga, P., Baiocco, R., Čeněk, J., Çetinkaya, H., Duyar, I., Guemaz, F., Ishii, T., Kamburidis, J.A., Khun-Inkeeree, H., Lidborg, L.H., Manor, H., Nussinson, R., Omar-Fauzee, M.S.B., Pazhoohi, F., Ponnet, K., Santos, A.C., Senyk, O., Spasovski, O., Vintila, M., Wang, A.H., Yoo, G., Zerhouni, O., Amin, R., Aquino, S., Boğa, M., Boussena, M., Can, A.R., Can, S., Castro, R., Chirumbolo, A., Çoker, O., Cornec, C., Dural, S., Eder, S.J., Moharrampour, N.G., Grassini, S., Hristova, E., Ikizer, G., Kervyn, N., Koyuncu, M., Kunisato, Y., Lins, S., Mandzyk, T., Mari, S., Mattiassi, A.D.A., Memisoglu-Sanli, A., Morelli, M., Novaes, F.C., Parise, M., Banai, I.P., Perun, M., Plohl, N., Sahli, F.Z., Šakan, D., Smojver-Azić, S., Solak, Ç., Söylemez, S., Toyama, A., Wlodarczyk, A., Yamada, Y., Abad-Villaverde, B., Afhami, R., Akello, G., Alami, N.H., Alma, L., Argyrides, M., Atamtürk, D., Burduli, N., Cardona, S., Carneiro, J., Castañeda, A., Chałatkiewicz, I., Chopik, W.J., Chubinidze, D., Conroy-Beam, D., Contreras-Garduño, J., da Silva, D.R., Don, Y.B., Donato, S., Dubrov, D., Duračková, M., Dutt, S., Ebimgbo, S.O., Estevan, I., Etchezahar, E., Fedor, P., Fekih-Romdhane, F., Frackowiak, T., Galasinska, K., Gargula, Ł., Gelbart, B., Yepes, T.G., Hamdaoui, B., Hromatko, I., Itibi, S.N., Jaforte, L., Janssen, Jose, Jović, Marija, Kertechian, K.S., Khan, F., Kobylarek, A., Koso-Drljević, M., Krasnodębska, A., Križanić, V., Landa-Blanco, M., Mailhos, A., Marot, T., Dorcić, T.M., Martinez-Banfi, M., Yusof, M.R., Mayorga-Lascano, M., Mikuličiūtė, V., Mišetić, K., Musil, B., Najmussaqib, A., Muthu, K.N., Natividade, J.C., Ndukaihe, I.L.G., Nyhus, E.K., Oberzaucher, E., Omar, S.S., Ostaszewski, F., Pacquing, M.C.T., Pagani, A.F., Park, J.H., Pirtskhalava, E., Reips, U.-D., Reyes, M.E.S., Röer, J.P., Şahin, A., Samekin, A., Sargautytė, R., Semenovskikh, T., Siepelmeyer, H., Singh, S., Sołtys, A., Sorokowska, A., Soto-López, R., Sultanova, L., Tamayo-Agudelo, W., Tan, C.-S., Topanova, G.T., Bulut, M.T., Trémolière, B., Tulyakul, S., Türkan, B.N., Urbanek, A., Volkodav, T., Walter, K.V., Yaakob, M.F.M., and Zumárraga-Espinosa, M.

Abstract

People across the world and throughout history have gone to great lengths to enhance their physical appearance. Evolutionary psychologists and ethologists have largely attempted to explain this phenomenon via mating preferences and strategies. Here, we test one of the most popular evolutionary hypotheses for beauty-enhancing behaviors, drawn from mating market and parasite stress perspectives, in a large cross-cultural sample. We also test hypotheses drawn from other influential and non-mutually exclusive theoretical frameworks, from biosocial role theory to a cultural media perspective. Survey data from 93,158 human participants across 93 countries provide evidence that behaviors such as applying makeup or using other cosmetics, hair grooming, clothing style, caring for body hygiene, and exercising or following a specific diet for the specific purpose of improving ones physical attractiveness, are universal. Indeed, 99% of participants reported spending >10 min a day performing beauty-enhancing behaviors. The results largely support evolutionary hypotheses: more time was spent enhancing beauty by women (almost 4 h a day, on average) than by men (3.6 h a day), by the youngest participants (and contrary to predictions, also the oldest), by those with a relatively more severe history of infectious diseases, and by participants currently dating compared to those in established relationships. The strongest predictor of attractiveness-enhancing behaviors was social media usage. Other predictors, in order of effect size, included adhering to traditional gender roles, residing in countries with less gender equality, considering oneself as highly attractive or, conversely, highly unattractive, TV watching time, higher socioeconomic status, right-wing political beliefs, a lower level of education, and personal individualistic attitudes. This study provides novel insight into universal beauty-enhancing behaviors by unifying evolutionary theory with several other complementary

Published
2022

2. Predictors of enhancing human physical attractiveness: Data from 93 countries

Author

Kowal, M, Sorokowski, P, Pisanski, K, Valentova, J, Varella, M, Frederick, D, Al-Shawaf, L, García, F, Giammusso, I, Gjoneska, B, Kozma, L, Otterbring, T, Papadatou-Pastou, M, Pfuhl, G, Stöckli, S, Studzinska, A, Toplu-Demirtaş, E, Touloumakos, A, Bakos, B, Batres, C, Bonneterre, S, Czamanski-Cohen, J, Dacanay, J, Deschrijver, E, Fisher, M, Grano, C, Grigoryev, D, Kačmár, P, Kozlov, M, Manunta, E, Massar, K, Mcfall, J, Mebarak, M, Miccoli, M, Milfont, T, Prokop, P, Aavik, T, Arriaga, P, Baiocco, R, Čeněk, J, Çetinkaya, H, Duyar, I, Guemaz, F, Ishii, T, Kamburidis, J, Khun-Inkeeree, H, Lidborg, L, Manor, H, Nussinson, R, Omar-Fauzee, M, Pazhoohi, F, Ponnet, K, Santos, A, Senyk, O, Spasovski, O, Vintila, M, Wang, A, Yoo, G, Zerhouni, O, Amin, R, Aquino, S, Boğa, M, Boussena, M, Can, A, Can, S, Castro, R, Chirumbolo, A, Çoker, O, Cornec, C, Dural, S, Eder, S, Moharrampour, N, Grassini, S, Hristova, E, Ikizer, G, Kervyn, N, Koyuncu, M, Kunisato, Y, Lins, S, Mandzyk, T, Mari, S, Mattiassi, A, Memisoglu-Sanli, A, Morelli, M, Novaes, F, Parise, M, Banai, I, Perun, M, Plohl, N, Sahli, F, Šakan, D, Smojver-Azic, S, Solak, Ç, Söylemez, S, Toyama, A, Wlodarczyk, A, Yamada, Y, Abad-Villaverde, B, Afhami, R, Akello, G, Alami, N, Alma, L, Argyrides, M, Atamtürk, D, Burduli, N, Cardona, S, Carneiro, J, Castañeda, A, Chałatkiewicz, I, Chopik, W, Chubinidze, D, Conroy-Beam, D, Contreras-Garduño, J, da Silva, D, Don, Y, Donato, S, Dubrov, D, Duračková, M, Dutt, S, Ebimgbo, S, Estevan, I, Etchezahar, E, Fedor, P, Fekih-Romdhane, F, Frackowiak, T, Galasinska, K, Gargula, Ł, Gelbart, B, Yepes, T, Hamdaoui, B, Hromatko, I, Itibi, S, Jaforte, L, Janssen, S, Jovic, M, Kertechian, K, Khan, F, Kobylarek, A, Koso-Drljevic, M, Krasnodębska, A, Križanić, V, Landa-Blanco, M, Mailhos, A, Marot, T, Dorcic, T, Martinez-Banfi, M, Yusof, M, Mayorga-Lascano, M, Mikuličiūtė, V, Mišetić, K, Musil, B, Najmussaqib, A, Muthu, K, Natividade, J, Ndukaihe, I, Nyhus, E, Oberzaucher, E, Omar, S, Ostaszewski, F, Pacquing, M, Pagani, A, Park, J, Pirtskhalava, E, Reips, U, Reyes, M, Röer, J, Şahin, A, Samekin, A, Sargautytė, R, Semenovskikh, T, Siepelmeyer, H, Singh, S, Sołtys, A, Sorokowska, A, Soto-López, R, Sultanova, L, Tamayo-Agudelo, W, Tan, C, Topanova, G, Bulut, M, Trémolière, B, Tulyakul, S, Türkan, B, Urbanek, A, Volkodav, T, Walter, K, Yaakob, M, Zumárraga-Espinosa, M, Kowal, Marta, Sorokowski, Piotr, Pisanski, Katarzyna, Valentova, Jaroslava V., Varella, Marco A. C., Frederick, David A., Al-Shawaf, Laith, García, Felipe E., Giammusso, Isabella, Gjoneska, Biljana, Kozma, Luca, Otterbring, Tobias, Papadatou-Pastou, Marietta, Pfuhl, Gerit, Stöckli, Sabrina, Studzinska, Anna, Toplu-Demirtaş, Ezgi, Touloumakos, Anna K., Bakos, Bence E., Batres, Carlota, Bonneterre, Solenne, Czamanski-Cohen, Johanna, Dacanay, Jovi C., Deschrijver, Eliane, Fisher, Maryanne L., Grano, Caterina, Grigoryev, Dmitry, Kačmár, Pavol, Kozlov, Mikhail V., Manunta, Efisio, Massar, Karlijn, McFall, Joseph P., Mebarak, Moises, Miccoli, Maria Rosa, Milfont, Taciano L., Prokop, Pavol, Aavik, Toivo, Arriaga, Patrícia, Baiocco, Roberto, Čeněk, Jiří, Çetinkaya, Hakan, Duyar, Izzet, Guemaz, Farida, Ishii, Tatsunori, Kamburidis, Julia A., Khun-Inkeeree, Hareesol, Lidborg, Linda H., Manor, Hagar, Nussinson, Ravit, Omar-Fauzee, Mohd Sofian B., Pazhoohi, Farid, Ponnet, Koen, Santos, Anabela Caetano, Senyk, Oksana, Spasovski, Ognen, Vintila, Mona, Wang, Austin H., Yoo, Gyesook, Zerhouni, Oulmann, Amin, Rizwana, Aquino, Sibele, Boğa, Merve, Boussena, Mahmoud, Can, Ali R., Can, Seda, Castro, Rita, Chirumbolo, Antonio, Çoker, Ogeday, Cornec, Clément, Dural, Seda, Eder, Stephanie J., Moharrampour, Nasim Ghahraman, Grassini, Simone, Hristova, Evgeniya, Ikizer, Gözde, Kervyn, Nicolas, Koyuncu, Mehmet, Kunisato, Yoshihiko, Lins, Samuel, Mandzyk, Tetyana, Mari, Silvia, Mattiassi, Alan D. A., Memisoglu-Sanli, Aybegum, Morelli, Mara, Novaes, Felipe C., Parise, Miriam, Banai, Irena Pavela, Perun, Mariia, Plohl, Nejc, Sahli, Fatima Zahra, Šakan, Dušana, Smojver-Azic, Sanja, Solak, Çağlar, Söylemez, Sinem, Toyama, Asako, Wlodarczyk, Anna, Yamada, Yuki, Abad-Villaverde, Beatriz, Afhami, Reza, Akello, Grace, Alami, Nael H., Alma, Leyla, Argyrides, Marios, Atamtürk, Derya, Burduli, Nana, Cardona, Sayra, Carneiro, João, Castañeda, Andrea, Chałatkiewicz, Izabela, Chopik, William J., Chubinidze, Dimitri, Conroy-Beam, Daniel, Contreras-Garduño, Jorge, da Silva, Diana Ribeiro, Don, Yahya B., Donato, Silvia, Dubrov, Dmitrii, Duračková, Michaela, Dutt, Sanjana, Ebimgbo, Samuel O., Estevan, Ignacio, Etchezahar, Edgardo, Fedor, Peter, Fekih-Romdhane, Feten, Frackowiak, Tomasz, Galasinska, Katarzyna, Gargula, Łukasz, Gelbart, Benjamin, Yepes, Talia Gomez, Hamdaoui, Brahim, Hromatko, Ivana, Itibi, Salome N., Jaforte, Luna, Janssen, Steve M. J., Jovic, Marija, Kertechian, Kevin S., Khan, Farah, Kobylarek, Aleksander, Koso-Drljevic, Maida, Krasnodębska, Anna, Križanić, Valerija, Landa-Blanco, Miguel, Mailhos, Alvaro, Marot, Tiago, Dorcic, Tamara Martinac, Martinez-Banfi, Martha, Yusof, Mat Rahimi, Mayorga-Lascano, Marlon, Mikuličiūtė, Vita, Mišetić, Katarina, Musil, Bojan, Najmussaqib, Arooj, Muthu, Kavitha Nalla, Natividade, Jean C., Ndukaihe, Izuchukwu L. G., Nyhus, Ellen K., Oberzaucher, Elisabeth, Omar, Salma S., Ostaszewski, Franciszek, Pacquing, Ma. Criselda T., Pagani, Ariela F., Park, Ju Hee, Pirtskhalava, Ekaterine, Reips, Ulf-Dietrich, Reyes, Marc Eric S., Röer, Jan P., Şahin, Ayşegül, Samekin, Adil, Sargautytė, Rūta, Semenovskikh, Tatiana, Siepelmeyer, Henrik, Singh, Sangeeta, Sołtys, Alicja, Sorokowska, Agnieszka, Soto-López, Rodrigo, Sultanova, Liliya, Tamayo-Agudelo, William, Tan, Chee-Seng, Topanova, Gulmira T., Bulut, Merve Topcu, Trémolière, Bastien, Tulyakul, Singha, Türkan, Belgüzar N., Urbanek, Arkadiusz, Volkodav, Tatiana, Walter, Kathryn V., Yaakob, Mohd Faiz Mohd, Zumárraga-Espinosa, Marcos, Kowal, M, Sorokowski, P, Pisanski, K, Valentova, J, Varella, M, Frederick, D, Al-Shawaf, L, García, F, Giammusso, I, Gjoneska, B, Kozma, L, Otterbring, T, Papadatou-Pastou, M, Pfuhl, G, Stöckli, S, Studzinska, A, Toplu-Demirtaş, E, Touloumakos, A, Bakos, B, Batres, C, Bonneterre, S, Czamanski-Cohen, J, Dacanay, J, Deschrijver, E, Fisher, M, Grano, C, Grigoryev, D, Kačmár, P, Kozlov, M, Manunta, E, Massar, K, Mcfall, J, Mebarak, M, Miccoli, M, Milfont, T, Prokop, P, Aavik, T, Arriaga, P, Baiocco, R, Čeněk, J, Çetinkaya, H, Duyar, I, Guemaz, F, Ishii, T, Kamburidis, J, Khun-Inkeeree, H, Lidborg, L, Manor, H, Nussinson, R, Omar-Fauzee, M, Pazhoohi, F, Ponnet, K, Santos, A, Senyk, O, Spasovski, O, Vintila, M, Wang, A, Yoo, G, Zerhouni, O, Amin, R, Aquino, S, Boğa, M, Boussena, M, Can, A, Can, S, Castro, R, Chirumbolo, A, Çoker, O, Cornec, C, Dural, S, Eder, S, Moharrampour, N, Grassini, S, Hristova, E, Ikizer, G, Kervyn, N, Koyuncu, M, Kunisato, Y, Lins, S, Mandzyk, T, Mari, S, Mattiassi, A, Memisoglu-Sanli, A, Morelli, M, Novaes, F, Parise, M, Banai, I, Perun, M, Plohl, N, Sahli, F, Šakan, D, Smojver-Azic, S, Solak, Ç, Söylemez, S, Toyama, A, Wlodarczyk, A, Yamada, Y, Abad-Villaverde, B, Afhami, R, Akello, G, Alami, N, Alma, L, Argyrides, M, Atamtürk, D, Burduli, N, Cardona, S, Carneiro, J, Castañeda, A, Chałatkiewicz, I, Chopik, W, Chubinidze, D, Conroy-Beam, D, Contreras-Garduño, J, da Silva, D, Don, Y, Donato, S, Dubrov, D, Duračková, M, Dutt, S, Ebimgbo, S, Estevan, I, Etchezahar, E, Fedor, P, Fekih-Romdhane, F, Frackowiak, T, Galasinska, K, Gargula, Ł, Gelbart, B, Yepes, T, Hamdaoui, B, Hromatko, I, Itibi, S, Jaforte, L, Janssen, S, Jovic, M, Kertechian, K, Khan, F, Kobylarek, A, Koso-Drljevic, M, Krasnodębska, A, Križanić, V, Landa-Blanco, M, Mailhos, A, Marot, T, Dorcic, T, Martinez-Banfi, M, Yusof, M, Mayorga-Lascano, M, Mikuličiūtė, V, Mišetić, K, Musil, B, Najmussaqib, A, Muthu, K, Natividade, J, Ndukaihe, I, Nyhus, E, Oberzaucher, E, Omar, S, Ostaszewski, F, Pacquing, M, Pagani, A, Park, J, Pirtskhalava, E, Reips, U, Reyes, M, Röer, J, Şahin, A, Samekin, A, Sargautytė, R, Semenovskikh, T, Siepelmeyer, H, Singh, S, Sołtys, A, Sorokowska, A, Soto-López, R, Sultanova, L, Tamayo-Agudelo, W, Tan, C, Topanova, G, Bulut, M, Trémolière, B, Tulyakul, S, Türkan, B, Urbanek, A, Volkodav, T, Walter, K, Yaakob, M, Zumárraga-Espinosa, M, Kowal, Marta, Sorokowski, Piotr, Pisanski, Katarzyna, Valentova, Jaroslava V., Varella, Marco A. C., Frederick, David A., Al-Shawaf, Laith, García, Felipe E., Giammusso, Isabella, Gjoneska, Biljana, Kozma, Luca, Otterbring, Tobias, Papadatou-Pastou, Marietta, Pfuhl, Gerit, Stöckli, Sabrina, Studzinska, Anna, Toplu-Demirtaş, Ezgi, Touloumakos, Anna K., Bakos, Bence E., Batres, Carlota, Bonneterre, Solenne, Czamanski-Cohen, Johanna, Dacanay, Jovi C., Deschrijver, Eliane, Fisher, Maryanne L., Grano, Caterina, Grigoryev, Dmitry, Kačmár, Pavol, Kozlov, Mikhail V., Manunta, Efisio, Massar, Karlijn, McFall, Joseph P., Mebarak, Moises, Miccoli, Maria Rosa, Milfont, Taciano L., Prokop, Pavol, Aavik, Toivo, Arriaga, Patrícia, Baiocco, Roberto, Čeněk, Jiří, Çetinkaya, Hakan, Duyar, Izzet, Guemaz, Farida, Ishii, Tatsunori, Kamburidis, Julia A., Khun-Inkeeree, Hareesol, Lidborg, Linda H., Manor, Hagar, Nussinson, Ravit, Omar-Fauzee, Mohd Sofian B., Pazhoohi, Farid, Ponnet, Koen, Santos, Anabela Caetano, Senyk, Oksana, Spasovski, Ognen, Vintila, Mona, Wang, Austin H., Yoo, Gyesook, Zerhouni, Oulmann, Amin, Rizwana, Aquino, Sibele, Boğa, Merve, Boussena, Mahmoud, Can, Ali R., Can, Seda, Castro, Rita, Chirumbolo, Antonio, Çoker, Ogeday, Cornec, Clément, Dural, Seda, Eder, Stephanie J., Moharrampour, Nasim Ghahraman, Grassini, Simone, Hristova, Evgeniya, Ikizer, Gözde, Kervyn, Nicolas, Koyuncu, Mehmet, Kunisato, Yoshihiko, Lins, Samuel, Mandzyk, Tetyana, Mari, Silvia, Mattiassi, Alan D. A., Memisoglu-Sanli, Aybegum, Morelli, Mara, Novaes, Felipe C., Parise, Miriam, Banai, Irena Pavela, Perun, Mariia, Plohl, Nejc, Sahli, Fatima Zahra, Šakan, Dušana, Smojver-Azic, Sanja, Solak, Çağlar, Söylemez, Sinem, Toyama, Asako, Wlodarczyk, Anna, Yamada, Yuki, Abad-Villaverde, Beatriz, Afhami, Reza, Akello, Grace, Alami, Nael H., Alma, Leyla, Argyrides, Marios, Atamtürk, Derya, Burduli, Nana, Cardona, Sayra, Carneiro, João, Castañeda, Andrea, Chałatkiewicz, Izabela, Chopik, William J., Chubinidze, Dimitri, Conroy-Beam, Daniel, Contreras-Garduño, Jorge, da Silva, Diana Ribeiro, Don, Yahya B., Donato, Silvia, Dubrov, Dmitrii, Duračková, Michaela, Dutt, Sanjana, Ebimgbo, Samuel O., Estevan, Ignacio, Etchezahar, Edgardo, Fedor, Peter, Fekih-Romdhane, Feten, Frackowiak, Tomasz, Galasinska, Katarzyna, Gargula, Łukasz, Gelbart, Benjamin, Yepes, Talia Gomez, Hamdaoui, Brahim, Hromatko, Ivana, Itibi, Salome N., Jaforte, Luna, Janssen, Steve M. J., Jovic, Marija, Kertechian, Kevin S., Khan, Farah, Kobylarek, Aleksander, Koso-Drljevic, Maida, Krasnodębska, Anna, Križanić, Valerija, Landa-Blanco, Miguel, Mailhos, Alvaro, Marot, Tiago, Dorcic, Tamara Martinac, Martinez-Banfi, Martha, Yusof, Mat Rahimi, Mayorga-Lascano, Marlon, Mikuličiūtė, Vita, Mišetić, Katarina, Musil, Bojan, Najmussaqib, Arooj, Muthu, Kavitha Nalla, Natividade, Jean C., Ndukaihe, Izuchukwu L. G., Nyhus, Ellen K., Oberzaucher, Elisabeth, Omar, Salma S., Ostaszewski, Franciszek, Pacquing, Ma. Criselda T., Pagani, Ariela F., Park, Ju Hee, Pirtskhalava, Ekaterine, Reips, Ulf-Dietrich, Reyes, Marc Eric S., Röer, Jan P., Şahin, Ayşegül, Samekin, Adil, Sargautytė, Rūta, Semenovskikh, Tatiana, Siepelmeyer, Henrik, Singh, Sangeeta, Sołtys, Alicja, Sorokowska, Agnieszka, Soto-López, Rodrigo, Sultanova, Liliya, Tamayo-Agudelo, William, Tan, Chee-Seng, Topanova, Gulmira T., Bulut, Merve Topcu, Trémolière, Bastien, Tulyakul, Singha, Türkan, Belgüzar N., Urbanek, Arkadiusz, Volkodav, Tatiana, Walter, Kathryn V., Yaakob, Mohd Faiz Mohd, and Zumárraga-Espinosa, Marcos

Abstract

People across the world and throughout history have gone to great lengths to enhance their physical appearance. Evolutionary psychologists and ethologists have largely attempted to explain this phenomenon via mating preferences and strategies. Here, we test one of the most popular evolutionary hypotheses for beauty-enhancing behaviors, drawn from mating market and parasite stress perspectives, in a large cross-cultural sample. We also test hypotheses drawn from other influential and non-mutually exclusive theoretical frameworks, from biosocial role theory to a cultural media perspective. Survey data from 93,158 human participants across 93 countries provide evidence that behaviors such as applying makeup or using other cosmetics, hair grooming, clothing style, caring for body hygiene, and exercising or following a specific diet for the specific purpose of improving ones physical attractiveness, are universal. Indeed, 99% of participants reported spending >10 min a day performing beauty-enhancing behaviors. The results largely support evolutionary hypotheses: more time was spent enhancing beauty by women (almost 4 h a day, on average) than by men (3.6 h a day), by the youngest participants (and contrary to predictions, also the oldest), by those with a relatively more severe history of infectious diseases, and by participants currently dating compared to those in established relationships. The strongest predictor of attractiveness-enhancing behaviors was social media usage. Other predictors, in order of effect size, included adhering to traditional gender roles, residing in countries with less gender equality, considering oneself as highly attractive or, conversely, highly unattractive, TV watching time, higher socioeconomic status, right-wing political beliefs, a lower level of education, and personal individualistic attitudes. This study provides novel insight into universal beauty-enhancing behaviors by unifying evolutionary theory with several other complement

Published
2022

3. Predictors of enhancing human physical attractiveness: Data from 93 countries

Author

Marta Kowal, Piotr Sorokowski, Katarzyna Pisanski, Jaroslava V. Valentova, Marco A.C. Varella, David A. Frederick, Laith Al-Shawaf, Felipe E. García, Isabella Giammusso, Biljana Gjoneska, Luca Kozma, Tobias Otterbring, Marietta Papadatou-Pastou, Gerit Pfuhl, Sabrina Stöckli, Anna Studzinska, Ezgi Toplu-Demirtaş, Anna K. Touloumakos, Bence E. Bakos, Carlota Batres, Solenne Bonneterre, Johanna Czamanski-Cohen, Jovi C. Dacanay, Eliane Deschrijver, Maryanne L. Fisher, Caterina Grano, Dmitry Grigoryev, Pavol Kačmár, Mikhail V. Kozlov, Efisio Manunta, Karlijn Massar, Joseph P. McFall, Moises Mebarak, Maria Rosa Miccoli, Taciano L. Milfont, Pavol Prokop, Toivo Aavik, Patrícia Arriaga, Roberto Baiocco, Jiří Čeněk, Hakan Çetinkaya, Izzet Duyar, Farida Guemaz, Tatsunori Ishii, Julia A. Kamburidis, Hareesol Khun-Inkeeree, Linda H. Lidborg, Hagar Manor, Ravit Nussinson, Mohd Sofian B. Omar-Fauzee, Farid Pazhoohi, Koen Ponnet, Anabela Caetano Santos, Oksana Senyk, Ognen Spasovski, Mona Vintila, Austin H. Wang, Gyesook Yoo, Oulmann Zerhouni, Rizwana Amin, Sibele Aquino, Merve Boğa, Mahmoud Boussena, Ali R. Can, Seda Can, Rita Castro, Antonio Chirumbolo, Ogeday Çoker, Clément Cornec, Seda Dural, Stephanie J. Eder, Nasim Ghahraman Moharrampour, Simone Grassini, Evgeniya Hristova, Gözde Ikizer, Nicolas Kervyn, Mehmet Koyuncu, Yoshihiko Kunisato, Samuel Lins, Tetyana Mandzyk, Silvia Mari, Alan D.A. Mattiassi, Aybegum Memisoglu-Sanli, Mara Morelli, Felipe C. Novaes, Miriam Parise, Irena Pavela Banai, Mariia Perun, Nejc Plohl, Fatima Zahra Sahli, Dušana Šakan, Sanja Smojver-Azic, Çağlar Solak, Sinem Söylemez, Asako Toyama, Anna Wlodarczyk, Yuki Yamada, Beatriz Abad-Villaverde, Reza Afhami, Grace Akello, Nael H. Alami, Leyla Alma, Marios Argyrides, Derya Atamtürk, Nana Burduli, Sayra Cardona, João Carneiro, Andrea Castañeda, Izabela Chałatkiewicz, William J. Chopik, Dimitri Chubinidze, Daniel Conroy-Beam, Jorge Contreras-Garduño, Diana Ribeiro da Silva, Yahya B. Don, Silvia Donato, Dmitrii Dubrov, Michaela Duračková, Sanjana Dutt, Samuel O. Ebimgbo, Ignacio Estevan, Edgardo Etchezahar, Peter Fedor, Feten Fekih-Romdhane, Tomasz Frackowiak, Katarzyna Galasinska, Łukasz Gargula, Benjamin Gelbart, Talia Gomez Yepes, Brahim Hamdaoui, Ivana Hromatko, Salome N. Itibi, Luna Jaforte, Steve M.J. Janssen, Marija Jovic, Kevin S. Kertechian, Farah Khan, Aleksander Kobylarek, Maida Koso-Drljevic, Anna Krasnodębska, Valerija Križanić, Miguel Landa-Blanco, Alvaro Mailhos, Tiago Marot, Tamara Martinac Dorcic, Martha Martinez-Banfi, Mat Rahimi Yusof, Marlon Mayorga-Lascano, Vita Mikuličiūtė, Katarina Mišetić, Bojan Musil, Arooj Najmussaqib, Kavitha Nalla Muthu, Jean C. Natividade, Izuchukwu L.G. Ndukaihe, Ellen K. Nyhus, Elisabeth Oberzaucher, Salma S. Omar, Franciszek Ostaszewski, Ma. Criselda T. Pacquing, Ariela F. Pagani, Ju Hee Park, Ekaterine Pirtskhalava, Ulf-Dietrich Reips, Marc Eric S. Reyes, Jan P. Röer, Ayşegül Şahin, Adil Samekin, Rūta Sargautytė, Tatiana Semenovskikh, Henrik Siepelmeyer, Sangeeta Singh, Alicja Sołtys, Agnieszka Sorokowska, Rodrigo Soto-López, Liliya Sultanova, William Tamayo-Agudelo, Chee-Seng Tan, Gulmira T. Topanova, Merve Topcu Bulut, Bastien Trémolière, Singha Tulyakul, Belgüzar N. Türkan, Arkadiusz Urbanek, Tatiana Volkodav, Kathryn V. Walter, Mohd Faiz Mohd Yaakob, Marcos Zumárraga-Espinosa, Kowal, M, Sorokowski, P, Pisanski, K, Valentova, J, Varella, M, Frederick, D, Al-Shawaf, L, García, F, Giammusso, I, Gjoneska, B, Kozma, L, Otterbring, T, Papadatou-Pastou, M, Pfuhl, G, Stöckli, S, Studzinska, A, Toplu-Demirtaş, E, Touloumakos, A, Bakos, B, Batres, C, Bonneterre, S, Czamanski-Cohen, J, Dacanay, J, Deschrijver, E, Fisher, M, Grano, C, Grigoryev, D, Kačmár, P, Kozlov, M, Manunta, E, Massar, K, Mcfall, J, Mebarak, M, Miccoli, M, Milfont, T, Prokop, P, Aavik, T, Arriaga, P, Baiocco, R, Čeněk, J, Çetinkaya, H, Duyar, I, Guemaz, F, Ishii, T, Kamburidis, J, Khun-Inkeeree, H, Lidborg, L, Manor, H, Nussinson, R, Omar-Fauzee, M, Pazhoohi, F, Ponnet, K, Santos, A, Senyk, O, Spasovski, O, Vintila, M, Wang, A, Yoo, G, Zerhouni, O, Amin, R, Aquino, S, Boğa, M, Boussena, M, Can, A, Can, S, Castro, R, Chirumbolo, A, Çoker, O, Cornec, C, Dural, S, Eder, S, Moharrampour, N, Grassini, S, Hristova, E, Ikizer, G, Kervyn, N, Koyuncu, M, Kunisato, Y, Lins, S, Mandzyk, T, Mari, S, Mattiassi, A, Memisoglu-Sanli, A, Morelli, M, Novaes, F, Parise, M, Banai, I, Perun, M, Plohl, N, Sahli, F, Šakan, D, Smojver-Azic, S, Solak, Ç, Söylemez, S, Toyama, A, Wlodarczyk, A, Yamada, Y, Abad-Villaverde, B, Afhami, R, Akello, G, Alami, N, Alma, L, Argyrides, M, Atamtürk, D, Burduli, N, Cardona, S, Carneiro, J, Castañeda, A, Chałatkiewicz, I, Chopik, W, Chubinidze, D, Conroy-Beam, D, Contreras-Garduño, J, da Silva, D, Don, Y, Donato, S, Dubrov, D, Duračková, M, Dutt, S, Ebimgbo, S, Estevan, I, Etchezahar, E, Fedor, P, Fekih-Romdhane, F, Frackowiak, T, Galasinska, K, Gargula, Ł, Gelbart, B, Yepes, T, Hamdaoui, B, Hromatko, I, Itibi, S, Jaforte, L, Janssen, S, Jovic, M, Kertechian, K, Khan, F, Kobylarek, A, Koso-Drljevic, M, Krasnodębska, A, Križanić, V, Landa-Blanco, M, Mailhos, A, Marot, T, Dorcic, T, Martinez-Banfi, M, Yusof, M, Mayorga-Lascano, M, Mikuličiūtė, V, Mišetić, K, Musil, B, Najmussaqib, A, Muthu, K, Natividade, J, Ndukaihe, I, Nyhus, E, Oberzaucher, E, Omar, S, Ostaszewski, F, Pacquing, M, Pagani, A, Park, J, Pirtskhalava, E, Reips, U, Reyes, M, Röer, J, Şahin, A, Samekin, A, Sargautytė, R, Semenovskikh, T, Siepelmeyer, H, Singh, S, Sołtys, A, Sorokowska, A, Soto-López, R, Sultanova, L, Tamayo-Agudelo, W, Tan, C, Topanova, G, Bulut, M, Trémolière, B, Tulyakul, S, Türkan, B, Urbanek, A, Volkodav, T, Walter, K, Yaakob, M, Zumárraga-Espinosa, M, UCL - SSH/LouRIM - Louvain Research Institute in Management and Organizations, Faculdade de Psicologia e de Ciências da Educação, RS: FPN WSP II, and Section Applied Social Psychology

Subjects
Objectification Theory, REDES SOCIAIS, SEX-DIFFERENCES, Self-modification, Evolution, Humanidades::Outras Humanidades [Domínio/Área Científica], Facial Attractiveness, Ciências Médicas::Ciências da Saúde [Domínio/Área Científica], Social Sciences, Experimental and Cognitive Psychology, Ciências Sociais::Psicologia [Domínio/Área Científica], Evolutionary Perspective, Self-Objectification, Pathogen stress, EVOLUTIONARY PERSPECTIVE, Social media usage, Arts and Humanities (miscellaneous), Behavior and Systematics, ddc:150, Womens Body-Image, Mating market perspective, Ciências Naturais::Ciências Biológicas [Domínio/Área Científica], WOMENS BODY-IMAGE, Ecology, Evolution, Behavior and Systematics, OBJECTIFICATION THEORY, M-PSI/05 - PSICOLOGIA SOCIALE, Evolutionary theory, Appearance, Gender-Role, Ecology, MATE PREFERENCES, Samfunnsvitenskap: 200 [VDP], Mate Preferences, PERSONAL ORNAMENTS, SELF-OBJECTIFICATION, GENDER-ROLE, Settore M-PSI/05 - PSICOLOGIA SOCIALE, Social Media Use, SOCIAL MEDIA USE, Sex-Differences, VDP::Samfunnsvitenskap: 200, FACIAL ATTRACTIVENESS, Ciências Naturais::Ciências da Terra e do Ambiente [Domínio/Área Científica], Pathogen stre, Personal Ornaments
Abstract

People across the world and throughout history have gone to great lengths to enhance their physical appearance. Evolutionary psychologists and ethologists have largely attempted to explain this phenomenon via mating preferences and strategies. Here, we test one of the most popular evolutionary hypotheses for beauty-enhancing behaviors, drawn from mating market and parasite stress perspectives, in a large cross-cultural sample. We also test hypotheses drawn from other influential and non-mutually exclusive theoretical frameworks, from biosocial role theory to a cultural media perspective. Survey data from 93,158 human participants across 93 countries provide evidence that behaviors such as applying makeup or using other cosmetics, hair grooming, clothing style, caring for body hygiene, and exercising or following a specific diet for the specific purpose of improving ones physical attractiveness, are universal. Indeed, 99% of participants reported spending >10 min a day performing beauty-enhancing behaviors. The results largely support evolutionary hypotheses: more time was spent enhancing beauty by women (almost 4 h a day, on average) than by men (3.6 h a day), by the youngest participants (and contrary to predictions, also the oldest), by those with a relatively more severe history of infectious diseases, and by participants currently dating compared to those in established relationships. The strongest predictor of attractiveness-enhancing behaviors was social media usage. Other predictors, in order of effect size, included adhering to traditional gender roles, residing in countries with less gender equality, considering oneself as highly attractive or, conversely, highly unattractive, TV watching time, higher socioeconomic status, right-wing political beliefs, a lower level of education, and personal individualistic attitudes. This study provides novel insight into universal beauty-enhancing behaviors by unifying evolutionary theory with several other complementary perspectives., National Science Center, Poland [2019/33/N/HS6/00054]; Basic Research Program at the National Research University Higher School of Economics (HSE University); Basic Research Program at HSE University, RF; FCT [UID/PSI/03125/2021, SFRH/BD/126304/2016]; UTAR Research Centre Excellence Award; Universiti Tunku Abdul Rahman [2019 -CAP (6401/0019)], This work is the result of the research project funded by the National Science Center, Poland (2019/33/N/HS6/00054). Dmitry Grigoryev was supported by the Basic Research Program at the National Research University Higher School of Economics (HSE University).; Dmitrii Dubrov was supported by the Basic Research Program at HSE University, RF.; Patricia Arriaga was supported by the FCT through funds from the research center UID/PSI/03125/2021. Anabela C. Santos was supported by the FCT through funds from a PhD grant SFRH/BD/126304/2016. Kavitha Nalla Muthu and Chee-Seng Tan were supported by the UTAR Research Centre Excellence Award 2019 -CAP (6401/0019) from the Universiti Tunku Abdul Rahman.

Published
2022

4. Exploring Attitudes Toward "Sugar Relationships" Across 87 Countries: A Global Perspective on Exchanges of Resources for Sex and Companionship.

Author

Meskó N, Kowal M, Láng A, Kocsor F, Bandi SA, Putz A, Sorokowski P, Frederick DA, García FE, Aguilar LA, Studzinska A, Tan CS, Gjoneska B, Milfont TL, Topcu Bulut M, Grigoryev D, Aavik T, Boussena M, Mattiassi ADA, Afhami R, Amin R, Baiocco R, Brahim H, Can AR, Carneiro J, Çetinkaya H, Chubinidze D, Deschrijver E, Don Y, Dubrov D, Duyar I, Jovic M, Kamburidis JA, Khan F, Khun-Inkeeree H, Koso-Drljevic M, Lacko D, Massar K, Morelli M, Natividade JC, Nyhus EK, Park JH, Pazhoohi F, Pirtskhalava E, Ponnet K, Prokop P, Šakan D, Tulyakul S, Wang AH, Aquino SD, Atamtürk DD, Burduli N, Chirumbolo A, Dural S, Etchezahar E, Ghahraman Moharrampour N, Aczel B, Kozma L, Lins S, Manunta E, Marot T, Mebarak M, Miroshnik KG, Misetic K, Papadatou-Pastou M, Bakos B, Sahli FZ, Singh S, Solak Ç, Volkodav T, Wlodarczyk A, Akello G, Argyrides M, Çoker O, Galasinska K, Gómez Yepes T, Kobylarek A, Landa-Blanco M, Mayorga M, Özener B, Pacquing MCT, Reyes MES, Şahin A, Tamayo-Agudelo W, Topanova G, Toplu-Demirtaş E, Türkan BN, Zumárraga-Espinosa M, Grassini S, Antfolk J, Cornec C, Pisanski K, Stöckli S, Eder SJ, and Han H

Subjects
Humans, Male, Female, Interpersonal Relations, Sex Characteristics, Attitude, Sexual Behavior, Sugars
Abstract

The current study investigates attitudes toward one form of sex for resources: the so-called sugar relationships, which often involve exchanges of resources for sex and/or companionship. The present study examined associations among attitudes toward sugar relationships and relevant variables (e.g., sex, sociosexuality, gender inequality, parasitic exposure) in 69,924 participants across 87 countries. Two self-report measures of Acceptance of Sugar Relationships (ASR) developed for younger companion providers (ASR-YWMS) and older resource providers (ASR-OMWS) were translated into 37 languages. We tested cross-sex and cross-linguistic construct equivalence, cross-cultural invariance in sex differences, and the importance of the hypothetical predictors of ASR. Both measures showed adequate psychometric properties in all languages (except the Persian version of ASR-YWMS). Results partially supported our hypotheses and were consistent with previous theoretical considerations and empirical evidence on human mating. For example, at the individual level, sociosexual orientation, traditional gender roles, and pathogen prevalence were significant predictors of both ASR-YWMS and ASR-OMWS. At the country level, gender inequality and parasite stress positively predicted the ASR-YWMS. However, being a woman negatively predicted the ASR-OMWS, but positively predicted the ASR-YWMS. At country-level, ingroup favoritism and parasite stress positively predicted the ASR-OMWS. Furthermore, significant cross-subregional differences were found in the openness to sugar relationships (both ASR-YWMS and ASR-OMWS scores) across subregions. Finally, significant differences were found between ASR-YWMS and ASR-OMWS when compared in each subregion. The ASR-YWMS was significantly higher than the ASR-OMWS in all subregions, except for Northern Africa and Western Asia., (© 2023. The Author(s).)

Published
2024
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5. Validation of the Short Version (TLS-15) of the Triangular Love Scale (TLS-45) across 37 Languages.

Author

Kowal M, Sorokowski P, Dinić BM, Pisanski K, Gjoneska B, Frederick DA, Pfuhl G, Milfont TL, Bode A, Aguilar L, García FE, Roberts SC, Abad-Villaverde B, Kavčič T, Miroshnik KG, Ndukaihe ILG, Šafárová K, Valentova JV, Aavik T, Blackburn AM, Çetinkaya H, Duyar I, Guemaz F, Ishii T, Kačmár P, Natividade JC, Nussinson R, Omar-Fauzee MSB, Pacquing MCT, Ponnet K, Wang AH, Yoo G, Amin R, Pirtskhalava E, Afhami R, Arvanitis A, Duyar DA, Besson T, Boussena M, Can S, Can AR, Carneiro J, Castro R, Chubinidze D, Čunichina K, Don Y, Dural S, Etchezahar E, Fekih-Romdhane F, Frackowiak T, Moharrampour NG, Yepes TG, Grassini S, Jovic M, Kertechian KS, Khan F, Kobylarek A, Križanić V, Lins S, Mandzyk T, Manunta E, Martinac Dorčić T, Muthu KN, Najmussaqib A, Otterbring T, Park JH, Pavela Banai I, Perun M, Reyes MES, Röer JP, Şahin A, Sahli FZ, Šakan D, Singh S, Smojver-Azic S, Söylemez S, Spasovski O, Studzinska A, Toplu-Demirtas E, Urbanek A, Volkodav T, Wlodarczyk A, Yaakob MFMY, Yusof MR, Zumárraga-Espinosa M, Zupančič M, and Sternberg RJ

Subjects
Humans, Reproducibility of Results, Sexual Partners, Language, Psychometrics, Surveys and Questionnaires, Love, Sexual Behavior
Abstract

Love is a phenomenon that occurs across the world and affects many aspects of human life, including the choice of, and process of bonding with, a romantic partner. Thus, developing a reliable and valid measure of love experiences is crucial. One of the most popular tools to quantify love is Sternberg's 45-item Triangular Love Scale (TLS-45), which measures three love components: intimacy, passion, and commitment. However, our literature review reveals that most studies (64%) use a broad variety of shortened versions of the TLS-45. Here, aiming to achieve scientific consensus and improve the reliability, comparability, and generalizability of results across studies, we developed a short version of the scale-the TLS-15-comprised of 15 items with 5-point, rather than 9-point, response scales. In Study 1 (N = 7,332), we re-analyzed secondary data from a large-scale multinational study that validated the original TLS-45 to establish whether the scale could be truncated. In Study 2 (N = 307), we provided evidence for the three-factor structure of the TLS-15 and its reliability. Study 3 (N = 413) confirmed convergent validity and test-retest stability of the TLS-15. Study 4 (N = 60,311) presented a large-scale validation across 37 linguistic versions of the TLS-15 on a cross-cultural sample spanning every continent of the globe. The overall results provide support for the reliability, validity, and cross-cultural invariance of the TLS-15, which can be used as a measure of love components-either separately or jointly as a three-factor measure., (© 2023. The Author(s).)

Published
2024
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6. Correction to: Validation of the Short Version (TLS-15) of the Triangular Love Scale (TLS-45) Across 37 Languages.

Author

Kowal M, Sorokowski P, Dinić BM, Pisanski K, Gjoneska B, Frederick DA, Pfuhl G, Milfont TL, Bode A, Aguilar L, García FE, Roberts SC, Abad-Villaverde B, Kavčič T, Miroshnik KG, Ndukaihe ILG, Šafárová K, Valentova JV, Aavik T, Blackburn AM, Çetinkaya H, Duyar I, Guemaz F, Ishii T, Kačmár P, Natividade JC, Nussinson R, Omar-Fauzee MSB, Pacquing MCT, Ponnet K, Wang AH, Yoo G, Amin R, Pirtskhalava E, Afhami R, Arvanitis A, Duyar DA, Besson T, Boussena M, Can S, Can AR, Carneiro J, Castro R, Chubinidze D, Čunichina K, Don Y, Dural S, Etchezahar E, Fekih-Romdhane F, Frackowiak T, Moharrampour NG, Yepes TG, Grassini S, Jovic M, Kertechian KS, Khan F, Kobylarek A, Križanić V, Lins S, Mandzyk T, Manunta E, Martinac Dorčić T, Muthu KN, Najmussaqib A, Otterbring T, Park JH, Pavela Banai I, Perun M, Reyes MES, Röer JP, Şahin A, Sahli FZ, Šakan D, Singh S, Smojver-Azic S, Söylemez S, Spasovski O, Studzinska A, Toplu-Demirtas E, Urbanek A, Volkodav T, Wlodarczyk A, Yaakob MFMY, Yusof MR, Zumárraga-Espinosa M, Zupančič M, and Sternberg RJ

Published
2024
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