Wednesday, October 20, 2021

Contrary to the major current in the literature, no differences between the three weight status groups (normal, overweight, obese) were found in either detection or identification capabilities, for food as well as for non-food odours

Olfactory Capabilities Towards Food and Non-food Odours in Men and Women of Various Weight Statuses. Marine Mas, Claire Chabanet, Charlotte Sinding, Thierry Thomas-Danguin, Marie-Claude Brindisi & Stéphanie Chambaron. Chemosensory Perception, Oct 19 2021. https://link.springer.com/article/10.1007/s12078-021-09294-3

Abstract

Introduction: Olfaction is a sense that is closely linked to food intake and food choices in humans, but its relationship with obesity remains equivocal in the scientific literature: overall olfactory capacities seem poorer in obesity compared to normal weight, but some authors observed that individuals with obesity might have a heightened sensitivity to food odours. Our objective was to evaluate olfactory capabilities for food and non-food odours.

Methods: The European Test for Olfactory Capabilities (ETOC) was used. This test measures suprathreshold olfactory detection and identification capabilities. One hundred twenty-four men and women were tested, of whom 41 individuals with normal-weight, 45 individuals with overweight, and 38 individuals with obesity.

Results: Contrary to the major current in the literature, no differences between the three weight status groups were found in either detection or identification capabilities, for food as well as for non-food odours. Age decreased detection score while being male decreased identification score. A trend for better identification of non-food odours was found for overweight and obesity vs. normal-weight.

Conclusion: We encourage further research to distinguish food and non-food odours in olfactory measurements related to weight status in order to replicate our findings on a larger set of odours.

Implication: Future research should also focus on sensitivity to food odours by estimating detection thresholds and to control for confounding variables such as hormonal status, as well as individual liking of the odours.


Sex differences in masculine/feminine behaviour: When you look at masculine behaviour alone (top), there's a lot of overlap between the sexes, ditto feminine (right); but when you look at both traits at once (scatterplot), there's much less overlap

Understanding the Magnitude of Psychological Differences Between  Women and Men Requires Seeing the Forest and the Trees. Alice H. Eagly and William Revelle. Perspectives in Psychological Science, in press. Oct 2021. https://personality-project.org/revelle/publications/eagly.revelle.21.pdf

Abstract: Whether women and men are psychologically very similar or quite different is a contentious  issue in psychological science. This article clarifies this issue by demonstrating that larger and  smaller sex/gender differences can reflect differing ways of organizing the same data. For single  psychological constructs, larger differences emerge from averaging multiple indicators that differ  by sex/gender to produce scales of a construct’s overall typicality for women versus men. For example, averaging self-ratings on personality traits more typical of women or men yields much larger sex/gender differences on measures of the femininity or masculinity of personality. Sex/gender differences on such broad-gauge, thematic variables are large relative to differences on their component indicators. This increased effect magnitude for aggregated scales reflects gains in both their reliability and validity as indicators of sex/gender. In addition, in  psychological domains such as vocational interests that are composed of many variables, at least  some of which differ by sex/gender, the multivariate distance between women and men is typically larger than the differences on the component variables. These analyses encourage recognition of the interdependence of sex/gender similarity and difference in psychological data. 

Keywords: sex differences, gender differences, effect magnitude, gender similarity hypothesis,  femininity, masculinity







While we had previously found that having insurance increases the diagnosis and use of medication for diabetes, we find no effect on measures of physical health including pulse, obesity, or blood markers of chronic inflammation

The Effect of Medicaid on Care and Outcomes for Chronic Conditions: Evidence from the Oregon Health Insurance Experiment. Heidi Allen & Katherine Baicker. NBER Working Paper 29373, Oct 2021. DOI 10.3386/w29373

Abstract: Health insurance may play an important role not only in immediate access to care but in the management of chronic disease, which would have implications for long-run care needs as well as health outcomes. Such causal connections are often difficult to establish, but we use Oregon’s 2008 Medicaid lottery to assess the management of diabetes and asthma, as well as several markers of physical health. This analysis complements several prior studies by introducing new data elements and by analyzing chronically ill subpopulations. While we had previously found that having insurance increases the diagnosis and use of medication for diabetes, we show here that it does not significantly increase the likelihood of diabetic patients receiving recommended care such as eye exams and regular blood sugar monitoring, nor does it improve the management of patients with asthma. We also find no effect on measures of physical health including pulse, obesity, or blood markers of chronic inflammation. Effects of Medicaid on health care utilization appear similar for those with and without pre-lottery diagnoses of chronic physical health conditions. Thus, while Medicaid is an important determinant of access to care overall, it does not appear that Medicaid alone has detectable effects on the management of several chronic physical health conditions, at least over the first two years in this setting. However, sample limitations highlight the value of additional research.



Tuesday, October 19, 2021

Sex Differences in Response to Deception Across Mate-Value Traits of Attractiveness, Job Status, and Altruism in Online Dating

Sex Differences in Response to Deception Across Mate-Value Traits of Attractiveness, Job Status, and Altruism in Online Dating. Jessica Desrochers, Megan MacKinnon, Benjamin Kelly, Brett Masse & Steven Arnocky. Archives of Sexual Behavior, Oct 18 2021. https://link.springer.com/article/10.1007/s10508-021-01945-6

Abstract: Sex differences in mate preferences are well established. It is also well understood that humans often seek to manipulate their standing on important mate-value traits. Yet, there is a paucity of work examining potential sex differences in response to deception along these important dimensions. In Study 1, a sample of 280 undergraduates (123 females) responded to a hypothetical online dating scenario asking participants to rank how upset they would be if deceived about a date’s attractiveness, occupation, or volunteerism. Women ranked occupation deception as more upsetting than men did, and men ranked attractiveness deception as more upsetting than women did. Given potential measurement differences between forced-choice and continuous response options, Study 2 randomly assigned 364 undergraduates (188 females) to one of the deceptions conditions and asked them to report their level of upset and willingness to go on the date using a continuous response scale. Women were more likely than men to cancel the date if the deception involved volunteerism or occupation. There was no significant sex difference in the attractiveness condition. Neither mate value nor sociosexuality moderated the sex difference in the levels of upset due to the deception. Together, these findings demonstrate that women and men exhibit differences in the degree to which they become upset by opposite sex deceptions in online dating, regardless of self-perceived mate value and sociosexuality, in alignment with evolved sex differences in mate preferences.


Country membership & the need for approval of others were hypothesized to moderate the direct & indirect effects of attachment insecurity on depression via social self-efficacy

Cross-cultural differences in adult attachment and depression: A culturally congruent approach. Wang, Chiachih D. C.,Jin, Ling,Han, GiBaeg,Zhu, Wenzhen,Bismar, Danna. Journal of Counseling Psychology, Oct 14 , 2021. https://psycnet.apa.org/buy/2021-92362-001

Abstract: This cross-cultural study investigated a conditional indirect effect model in which country membership (South Korea or United States) and the need for approval of others (AO) were hypothesized to moderate the direct and indirect effects of attachment insecurity on depression via social self-efficacy (SSE). A total of 673 Korean university students and 401 American university students completed research questionnaires. Results indicated that Korean students endorsed a significantly higher level of AO than American students. Additionally, findings revealed that the strengths of several significant direct and indirect effects varied significantly by country membership and AO. Finally, we found a significant three-way interaction (Attachment avoidance × Country membership × AO), suggesting the necessity of considering cultural differences in attachment influence. The limitations and implications of our cross-cultural findings for decolonization in Western-based psychology are discussed.


Cheating under the Circumstances in Marital Relationships

Cheating under the Circumstances in Marital Relationships: The Development and Examination of the Propensity towards Infidelity Scale. Carmen Gabriela Lișman & Andrei Corneliu Holman. Soc. Sci. 2021, 10(10), 392; October 15 2021. https://doi.org/10.3390/socsci10100392

Abstract: Most of the previously developed scales addressing infidelity were developed on young samples in dating relationships and with limited couple experience. The present study proposes an instrument to measure the proneness for infidelity among married people with substantial experience as a couple. Specific contexts described by the items, in which unfaithful behavior might occur, were selected from those revealed by previous research on people’s motives of past infidelity. Across two studies (N = 618) we examined the factorial structure and the psychometric characteristics of the Propensity towards Infidelity Scale (PTIS). Results revealed a one-dimensional structure of the PTIS and supported its reliability, its construct, criterion and incremental validity. PTIS emerged as negatively associated with two measures of adherence to moral standards, and positively related to past unfaithful behavior. Furthermore, the new instrument was found to bring a significant contribution in explaining these behaviors beyond two other scales of infidelity intentions.

Keywords: infidelity; propensity towards infidelity; infidelity motives; scale development; marriage



Exploiting minimum-wage variation within multi-state commuting zones, we document a negative relationship between minimum wages and firm variety; a binding minimum wage further reduces the mass of firms, exacerbating the distortion

Jha, Priyaranjan and Rodriguez-Lopez, Antonio, Minimum Wage and Firm Variety (2021). CESifo Working Paper No. 9312, SSRN: https://ssrn.com/abstract=3932020

Abstract: Exploiting minimum-wage variation within multi-state commuting zones, we document a negative relationship between minimum wages and firm variety in the U.S. restaurant and retail trade industries. To explain this finding, we construct a heterogeneous-firm model with a monopsonistic labor market and endogenous firm variety. The decentralized equilibrium underprovides the mass of firms compared to the outcome achieved by a welfare-maximizing planner. A binding minimum wage further reduces the mass of firms, exacerbating the distortion. Workers value employer variety, and thus, by reducing firm variety the minimum wage reduces workers’ welfare even if the average wage increases.

Keywords: minimum wage, number for firms, love of employer variety

JEL Classification: J380, J420


Men are more optimistic about their performance and more willing to compete than women in both verbal skills &, larger, in math; women update their beliefs and choices more negatively than men do after negative feedback

A (Dynamic) Investigation of Stereotypes, Belief-Updating, and Behavior. Katherine B. Coffman, Paola Ugalde Araya & Basit Zafar. NBER Working Paper 29382, Oct 2021. DOI 10.3386/w29382

Many decisions – such as what educational or career path to pursue – are dynamic in nature, with individuals receiving feedback at one point in time and making decisions later. Using a controlled experiment, with two sessions one week apart, we analyze the dynamic effects of feedback on beliefs about own performance and decision-making across two different domains (verbal skills and math). We find significant gender gaps in beliefs and choices before feedback: men are more optimistic about their performance and more willing to compete than women in both domains, but the gaps are significantly larger in math. Feedback significantly shifts individuals' beliefs and choices. Despite this, we see substantial persistence of gender gaps over time. This is particularly true among the set of individuals who receive negative feedback. We find that, holding fixed performance and decisions before feedback, women update their beliefs and choices more negatively than men do after bad news. Our results highlight the challenges involved in overcoming gender gaps in dynamic settings.




Compared to faces paired with non-moral vignettes, those paired with prosocial vignettes were rated significantly more attractive, confident, & friendlier; significant interaction between vignette type & face age was detected for attractiveness

He, Dexian, Clifford I. Workman, Xianyou He, and Anjan Chatterjee. 2021. “What Is Good Is Beautiful (and What Isn’t, Isn’t): How Moral Character Affects Perceived Facial Attractiveness.” PsyArXiv. October 18. psyarxiv.com/yj8ps

Abstract: A well-documented “beauty-is-good” stereotype is expressed in the expectation that physically attractive people have more positive characteristics. Recent evidence also finds that unattractive faces are associated with negative character inferences. Is what is good (bad) also beautiful (ugly)? Whether this conflation of aesthetic and moral values is bidirectional is not known. This study tested the hypothesis that complementary “good-is-beautiful” and “bad-is-ugly” stereotypes bias aesthetic judgments. Using highly controlled face stimuli, this pre-registered study examined whether moral character influences perceptions of attractiveness for different ages and sexes of faces. Compared to faces paired with non-moral vignettes, those paired with prosocial vignettes were rated significantly more attractive, confident, and friendlier. The opposite pattern characterized faces paired with antisocial vignettes. A significant interaction between vignette type and the age of the face was detected for attractiveness. Moral transgressions affected attractiveness more negatively for younger than older faces. Sex-related differences were not detected. These results suggest information about moral character affects our judgments about facial attractiveness. Better people are considered more attractive. These findings suggest that beliefs about moral goodness and physical beauty influence each other bidirectionally.


Belgian couples feel satisfied more via relatively higher happiness, Japanese couples more through less negative affect

Relatively Happy: The Role of the Positive-to-Negative Affect Ratio in Japanese and Belgian Couples. Alexander Kirchner-Häusler et al. Journal of Cross-Cultural Psychology, October 11, 2021. https://doi.org/10.1177/00220221211051016

Abstract: Satisfied couples in European-American cultural contexts experience higher ratios of positive to negative affect during interactions than their less satisfied counterparts. The current research tests the possibility that this finding is culture-bound. It compares proportions of positive to negative affect during couple interactions in two different cultural contexts: Belgium and Japan. Whereas Belgian relationship goals (e.g., mutual affirmation and self-esteem) call for the experience of positive affect, Japanese relationship goals (e.g., harmony and self-adjustment) call for the avoidance of negative affect. We propose that these differences result in different affect ratios in close relationships. To test this idea, we tracked positive and negative feelings during couple interactions. Fifty-eight Belgian and 80 Japanese romantic couples took part in a lab interaction study, in which they discussed a topic of disagreement. Using a video-mediated recall, participants rated their positive and negative feelings during the interaction; relationship satisfaction was assessed before the interaction. As expected, Belgian couples’ positive-to-negative affect ratios were more positive than those of Japanese couples. Furthermore, in both cultures relationship satisfaction was positively associated with more positive affect ratios, but this effect was significantly stronger for Belgian than Japanese couples. Finally, mediation analyses showed that higher affect ratios were achieved in culturally different and meaningful ways: satisfied Belgian couples showed higher ratios primarily through higher levels of positive feelings, whereas satisfied Japanese couples showed higher ratios primarily through lower levels of negative feelings.

Keywords: affect, ratio, culture, couples, relationship satisfaction

The current study set out to examine the role of culture for the experience of positive and negative feelings in close relationships. Given cultural differences in close relationship goals, we expected that Belgian relationships would be characterized by a relatively greater focus on positive affect compared to Japanese relationships. We tested our assumption by inviting couples from Belgium (considered a “Western” context) and Japan (considered an “East-Asian” context) to take part in a standardized disagreement interaction, and to rate their affect during their interaction through a video-mediated recall procedure. This approach allowed us to examine affective experiences as they occurred in actual interactions and relationships in different cultures, and as reported by the key actors themselves—the couples under study. As such, we (a) “conceptually replicated” (Crandall & Sherman, 2016) previous findings about couple affect ratios using a less-represented Western context (Belgium, rather than the United States) and different affect measures (continuous self-report rather than single retrospective self-report or coded behavior) and (b) extended previous findings by highlighting the role of culture in affective experiences in close relationships.

In our analyses, we focused on positive-to-negative affect ratios as an indicator of affective balance in couples’ relationships. We were particularly interested in the link between affect ratios and partners’ relationship satisfaction. As predicted, Belgian couples showed significantly more positive average ratios than Japanese couples, suggesting that Belgian couples generally experienced more positive relative to negative affect during their disagreement interactions than Japanese couples (H1). These differences were also associated with well-functioning relationships within the cultural contexts: While couples who were more satisfied with their relationships in both cultures showed more positive affect ratios than less satisfied couples, higher affect ratios were more characteristic for more satisfied Belgian than more satisfied Japanese couples, and the difference between satisfied and less satisfied couples was more pronounced in Belgium than in Japan (H2). Finally, we found that the link between affect ratios and relationship satisfaction came about in culturally different ways: More positive affect ratios in more satisfied Belgian couples were mediated by greater proportions of positive affect, but by lower proportions of negative affect in more satisfied Japanese couples (H3).

Cultural Differences in Positive Versus Negative Affect

Overall, interactions of Belgian couples center more around positive feelings than those of Japanese couples: Belgian couples reported more positive feelings than their Japanese counterparts, and they also reported more positive feelings than they reported negative feelings. In contrast, Japanese couples reported positive and negative feelings to more similar extents. These cultural differences in couple affect during disagreement interactions parallel cultural differences in the general frequency or intensity of positive and negative feelings yielded by research comparing individuals from other Western and East-Asian contexts (Kitayama et al., 2000Mesquita & Karasawa, 2002Miyamoto & Ryff, 2011Scollon et al., 2004Suh et al., 1998Tsai & Levenson, 1997). We also found cultural differences in the association between affect ratios and relationship satisfaction: While more satisfied couples from both cultures showed relatively higher affect ratios, this was more strongly the case for satisfied Belgian than Japanese couples. Again this findings is consistent with previous research showing that positive affect is tied more strongly to wellbeing in Western than in East-Asian cultures (Kuppens et al., 2008Suh et al., 1998). This study thus expands research on cultural differences in affective valence beyond the level of the individual, and suggests that similarly meaningful differences in affect can be found at the level of couple interactions.

Affect and Relationship Goals

Previous work had suggested that well-functioning relationships of European-American couples seem to be characterized by positive affect ratios (Gottman, 1993b). The current study conceptually replicated the original studies with couples in Belgium, a less studied cultural context that we assumed is similarly characterized by individualist, Western values (Schwartz et al., 2001); the latter idea is further supported by our results which, similar to findings in the U.S., highlight the particular importance of positive affect for Belgian relationships. The emphasis on positive over negative affect in both countries may be understood from shared relationship goals of mutual affirmation, fostering each partner’s positive self-view, and being positively distinct from others (Rothbaum et al., 2000). To the extent that couples succeed in achieving these goals, they would be expected to experience relatively more positive feelings (Kim & Markus, 1999Kitayama & Markus, 2000). Our mediation models further support the idea that positive affect (not negative) was the primary driving force behind higher positive-to-negative affect ratios in satisfied Belgian couples (compared to less satisfied Belgian couples).

In Japan, couple relationships were also marked by more positive relative to negative affect, and satisfied couples showed higher affect ratios than less satisfied ones. Yet, differences between satisfied and less satisfied couples were markedly smaller than those between their Belgian counterparts, a finding that fits previous work on the lesser importance of greater positivity for individual wellbeing across a range of East-Asian countries (Suh et al., 1998). Moreover, the differences in affect ratios between high and low satisfaction couples were primarily driven by the levels of negative (not positive) feelings. One way of interpreting this finding is that satisfied Japanese couples, consistent with the central tendency of avoiding disruptions of harmony (Elliot et al., 2001Kitayama et al., 1997), are particularly motivated to avoid or quickly resolve higher levels of negative affect (even if negative affect may initially alert partners to adjust their behavior). That positive feelings do not play a bigger role in relationship satisfaction for Japanese couples is consistent with the Japanese belief that an excess of positive feelings is harmful to relationships (e.g., because it may reduce attentiveness to the needs of the partner or may disrupt harmony, Uchida & Kitayama, 2009), a belief that is shared by other East-Asian cultures (see e.g., Sims et al., 2015, for results with Chinese-origin samples).

Overall, the present work suggests that couple interactions in different cultures are marked by different affective experiences. More satisfied couples report affective patterns that appear more in line with the relationship practices in their respective cultures. This finding is consistent with previous research that has found that individuals who experience the normative emotions of their culture report higher wellbeing (De Leersnyder et al., 20142015). Couples and clinical practitioners might benefit from the insight that relationship satisfaction takes a different shape in different cultures. Depending on the culture in which you ask, the question of what feelings characterize a good and fulfilled relationships may be answered differently. Future research should explicitly test what processes and behaviors between partners might give rise to culturally beneficial patterns of affect (e.g., Schoebi et al., 2010), and test the efficacy of culturally tailored interventions with couples from varied cultural backgrounds (Ibrahim & Schroeder, 1990).

Limitations and Future Directions

There are some limitations to take into account when interpreting our results. First, our analyses focused on partners’ self-reports of their affect during the interaction, assessed by a second-by-second video-mediated recall, and cannot speak to emotional behaviors. Some of the previous research on balance theory focused on coded behaviors. While video-mediated recall of affect has been found to correspond to emotional behaviors (Gottman & Levenson, 1985Mauss et al., 2005), we cannot be sure that our results would replicate with behavioral measures.8 We would expect that a study on affect ratios in emotional behaviors may show somewhat similar patterns as found with our self-report measure, but may also face particular cross-cultural challenges, such as differences in display rules or expressivity (see e.g., Safdar et al., 2009).

A second limitation of this study is that it only focused on one particular type of interaction, that is, discussions of a disagreement in the relationship. Decades of research with European-American couples have provided strong support for the validity of conflict interactions as a way to probe affective patterns and quality of relationships (Gottman & Notarius, 2000). However, the same may not be true for other cultures. While conflict is thought to be unavoidable in relationships in Western cultures, such as Belgium or the United States, and conflict resolution an important indicator of relationship quality, this may not be true in non-Western contexts, such as Japan (Rothbaum et al., 2000). It is possible that affective patterns during conflict interactions are less relevant to relationship satisfaction in Japanese couples. Future research should aim at expanding and comparing the findings of the present study to situational contexts that are more central to relationship practices in non-Western cultures (e.g., cooperation, perspective taking).

A third limitation of our study is that it focuses on cultural differences in affect during interactions, but fails to explain the types of processes that may underlie any differences. Research on conflict interactions has shown that contextual elements are extremely important to the (emotional) course of conflict between people. Examples of such contextual elements are the behavioral strategies to manage the early emergence of disagreements (e.g., attempts to avoid conflict either physically or mentally; Hample & Hample, 2020), the different ways that conflict may start between actors (e.g., jointly or unexpectedly; Hample et al., 2019), or conflict narratives (Lewiński et al., 2018); all of these elements may differ between cultures. Future research should aim to provide a detailed picture of how disagreement may emerge and unfold in different cultures, including a cross-cultural analysis of wider contextual variables that contribute to differential unfolding.

A fourth limitation relates to the affect ratios themselves. Discussions of the early findings on affective balance in relationship have often shown a tendency to “essentialize” the ratios established, referring to 5:1 as the “magic ratio” in relationships (e.g., Stillman, 2020). Similar tendencies have been found for ratio research in other fields (e.g., in the context of teaching; Sabey et al., 2019). It is important to point out that the ratios yielded by our research differed somewhat from those in previous work: Even less-satisfied Western couples in our study showed higher proportions (8.5:1) than the stable partners in the original article (5:1). This may have been due, in part, to the different approach taken, with a higher time resolution and slightly different criteria to categorize affect as positive or negative. More generally, we would caution against treating the ratios of our highly satisfied couples (32.57:1 in Belgium, 6.52:1 in Japan) as absolute standards or goals. The main goal of the current study was not to establish new, definite ratios for relationships in different cultures, but to highlight the important role that culture plays for emotions in close relationships—a domain of research that has traditionally been dominated by research and perspectives from Western cultural contexts. We see our results as an indication that the ratios of positive over negative feelings may be different for satisfied relationships across cultures, especially between Western and East-Asian cultures.

Finally, our work examines positive and negative affect as couple and interaction-level aggregates, but does not examine how these aggregates emerge dynamically during the interaction. For example, previous work in European-American couples has examined specific sequences of positive and negative patterns (e.g., reciprocity, contagion) in couple interactions and successfully linked them to relationship satisfaction (Gottman & Levenson, 1985Margolin & Wampold, 1981). Our findings may be fruitfully followed up by analyses of the dynamic patterns that underlie different affect ratios in Belgian and Japanese couples. We expect that these patterns are not random, but will reveal some coordination between partners toward culture-specific desirable affect states (Boiger & Mesquita, 2012Boiger et al., 2020). Zooming in on cultural differences in these interpersonal affect patterns could also offer more specific insights into what affective processes contribute to well-functioning relationships in different cultures, and which behaviors may be targets for interventions to increase satisfaction with one’s relationship.

Monday, October 18, 2021

Self-serving bias—individuals’ tendency to attribute personal success more strongly to internal forces and failure to external forces—and belief in free will

Genschow, Oliver, and Jens Lange. 2021. “Belief in Free Will & Self-serving Bias.” PsyArXiv. October 18. psyarxiv.com/a8fze

Abstract: Past research indicates that individuals’ belief in free will is related to attributing others’ behavior to internal causes. An open question is whether belief in free will is related to the attribution of one’s own action. To answer this question, we tested two opposing predictions against each other by assessing the relation of belief in free will with the self-serving bias—individuals’ tendency to attribute personal success more strongly to internal forces and failure to external forces. The resource hypothesis predicts that a higher endorsement in free will belief relates to a lower self-serving bias. The intention attribution hypothesis predicts that belief in free will relates to higher internal attributions, as compared to external attributions, irrespective of success and failure. Meta-analytic evidence across five high-powered studies (total N = 1,137) supports the intention attribution hypothesis, but not the resource hypothesis.



Facebook: For preference dimensions that are systematically biased toward the same gender across the globe, differences between men and women are larger in more gender-equal countries


The Gender Gap in Preferences: Evidence from 45,397 Facebook Interests. Angel Cuevas et al. Southern Methodist Univ, October 7, 2021. http://faculty.smu.edu/kdesmet/papers/GenderGapFB.pdf

Abstract: This paper uses information on the frequency of 45,397 Facebook interests to study how the difference in preferences between men and women changes with a country’s degree of gender equality. For preference dimensions that are systematically biased toward the same gender across the globe, differences between men and women are larger in more gender-equal countries. In contrast, for preference dimensions with a gender bias that varies across countries, the opposite holds. This finding takes an important step toward reconciling evolutionary psychology and social role theory as they relate to gender.


1 Introduction

Do gender differences in preferences get attenuated or accentuated in more gender-equal societies? On the one hand, evolutionary psychology theory posits that gender equality accentuates differences by facilitating the expression of innate preferences that set men and women apart. On the other hand, social role theory posits that gender equality attenuates differences by eroding gender stereotypes and norms. Using data on the prevalence of a comprehensive set of 45,397 interests by gender across most countries of the world, this paper takes an important step towards reconciling both theories. Our premise is that innately gender-specific interests should mostly conform to evolutionary psychology theory, whereas other interests should mostly conform to social role theory. We find strong evidence consistent with this premise.

Our data on the prevalence of interests by gender and country come from Facebook. The social media company observes each of its almost three billion users’ online activity, not just on its own platform, but also on all websites and apps where it has a presence. In addition, it tracks many of its users’ offline activities by relying on GPS. Through their online and offline activities, users reveal their preferences and interests to Facebook. Using this information to assign interests to users, Facebook has unintentionally created the world’s largest database on preferences. By querying this database through Facebook’s publicly available Marketing API, we collect for most countries of the world the number of male and female users interested in 45,397 different topics. Because the data are at the level of populations (e.g., Canadian men or Ghanaian women), they do not entail any individual privacy issues. Compared to other potential data sources on preferences, Facebook data have two key advantages. First, the interests are broad and comprehensive in their scope, ranging from religious beliefs and sports, to political positions and cuisine. Second, in contrast to surveys, Facebook interests constitute a bottom-up revealed measure of preferences, covering whatever users find interesting, rather than what social scientists deem important. We start by computing for each country the cosine distance between the interest frequency vectors of men and women. This gives us a country-level metric of the overall difference in interests between genders. When regressing this metric on the degree of gender equality, we uncover a weak positive association between a country’s gender equality and the interest gap between men and women. Because different interests may sometimes reflect the same underlying preferences, we use singular value decomposition of the data matrix to identify the main latent preference dimensions. When recomputing our distance metric in this lower-dimensional subspace, we find a slightly stronger positive association between a country’s gender equality and its gender gap in preferences. Next, we differentiate between gender-related and non-gender-related interests. We say that an interest is gender-related if it displays a systematic bias toward the same gender across the globe. More specifically, if in more than 90% of countries an interest is more prevalent among the same gender, then we refer to it as gender-related. For example, “cosmetics” and “motherhood” are universally more common among women, whereas “motorcycles” and “Lionel Messi” are universally more common among men. Conversely, we say that an interest is non-gender-related if its gender bias varies across countries. More specifically, if an interest is more common among men in at least 30% of countries and more common among women in at least another 30% of countries, then we refer to it as nongender-related. For example, “world heritage site” and “physical fitness” do not display a systematic gender bias across the globe. When exploring the relationship between a country’s gender equality and the difference in interests between men and women, we uncover a sharp distinction between gender-related interests and nongender-related interests. More gender equality is associated with greater differences between men and women for gender-related interests, whereas the opposite is true for non-gender-related interests. As an alternative way of classifying interests, we use singular value decomposition to differentiate between gender and non-gender dimensions of preferences. For a preference dimension to be gender-related, we require the relative positions of men and women along that dimension to be similar across countries. With this alternative method, we confirm the paper’s central result: more gender-equal societies tend to be associated with greater differences in gender-related preferences but smaller differences in non-gender-related preferences. To interpret the paper’s main empirical finding, we turn to two seemingly contrasting theories (Falk and Hermle, 2018). Evolutionary psychology argues that men and women differ in areas where they faced different adaptive problems in their evolutionary history (Atari, Lai and Dehghani, 2020). In societies with more equal gender rights, men and women are able to more freely express their innate predispositions, so that preference differences between men and women should widen (Buss, 1989; Schmitt, 2015; Atari, Lai and Deghani, 2020).1 Social role theory, instead, argues that gender differences stem from gender socialization, social norms and sociocultural power structures (Schmitt et al., 2017). Since greater equality of gender rights erodes these norms, preference differences between men and women should narrow. While many papers on gender differences have been framed as a debate on the relative merits of evolutionary psychology and social role theory, these two views are not necessarily competing. Rather, their predictions apply to different preferences – evolutionary psychology to preferences that are innate and social role theory to preferences that are socially constructed. How does the difference between innate and socially constructed preferences relate to our paper’s main result? We argue that for preferences to be innate, they must display a systematic bias toward the same gender across the globe. As such, we can interpret our gender-related interests as potentially innate. In contrast, non-gender-related interests display a gender bias that varies across countries, and must hence be socially constructed. Using this interpretation, our findings are consistent with the predictions of both theories: in more gender-equal countries, differences between men and women are larger for innate (gender-related) preferences and smaller for socially constructed (non-gender-related) interests. Our interpretation depends crucially on the way we classify interests, and hence requires caution. We refer to gender-related interests as potentially innate, because we cannot discard the possibility that some of these interests might be socially constructed. Of course, this would require the process of social construction to occur in the same way in all countries. While in general this seems quite unlikely, in some cases the process of globalization might have led to the homogenization of socially constructed norms across countries. In other cases nature might have given rise to universally held gender norms in the distant past that then persisted through nurture despite no longer having a biological basis.2 For example, historically the relative physical strength of men and women was an important determinant of the division of labor between genders. As a result, universal gender norms emerged that associated some professions with men and others with women. Although technology has eroded these gendered patterns of comparative advantage, the gender norms might still survive.3 While ultimately such norms still have an innate origin, they are no longer subject to biological determinism. This paper is related to several strands of the literature on gender differences in preferences. Closest to our work is the large literature in psychology, sociology and economics that studies whether differences in values, attitudes and personality get accentuated in societies that are more gender-equal. Most empirical studies in this area have focused on gender differences in personality characteristics (Costa et al., 2001; Kaiser, 2019; Mac Giolla and Kajonius, 2019), cognitive abilities (Lippa, Collaer and Peters, 2010), education (Stoet and Geary, 2018), basic human values (Fors Connolly, Goossen and Hjerm, 2020), and specific cultural, behavioral and moral values (Falk and Hermle, 2018; Atari, Lai and Dehghani, 2020). Many of these studies find evidence of divergence between men and women in more gender-equal societies. For example, countries that are more gender-equal are found to exhibit greater sex differences in care and fairness (Atari, Lai and Dehghani, 2020), altruism, trust and risktaking (Falk and Hermle, 2018), and the big five personality traits (Mac Giolla and Kajonius, 2018). Some other studies find the opposite or argue that this relation is not robust. For example, Guiso et al. (2008) show that in societies with greater gender equality the math gender gap narrows, and Kaiser (2019) argues that the gender divergence in personality traits disappears after controlling for ecological stress factors such as hunger and disease. Our paper differs from this previous work in three respects. First, our data cover a broad crosssection of countries. Second, while most studies have focused on particular traits, values or abilities, we focus on 45,397 interests. Because of a lack of comprehensive data on interests and preferences, previous research has been unable to fully compare the predictions of evolutionary psychology and social role theory. Third, while these papers look at the effect of gender equality on differences in preferences, they do not address the possibility of causality running the other way. We deal with this potential endogeneity concern by taking an instrumental variable approach. Our results are suggestive of a causal interpretation of the paper’s main finding.

Also related to our work is the literature that seeks to identify some of the key differences in preferences between men and women. Many experimental papers have documented systematic gender differences in risk attitudes, dislike of competition, and social preferences (see Croson and Gneezy, 2009, Bertrand, 2011, and Niederle and Vesterlund, 2011, for excellent surveys). An important, related, question is to what extent these gender differences are a consequence of nature or nurture. Most direct evidence of the role of nature comes from studies that show that male hormones play a role in certain preferences, such as attitudes towards competition and risk-taking, as well as in career choices and activities (Archer, 2006; Dreber and Hoffman, 2007; Sapienza, Zingales and Maestripieri, 2009; Berenbaum and Beltz, 2021). More generally, the consensus points to both nature and nurture mattering. Even in the case of risk-taking, Gneezy et al. (2008) show that gender differences are society-dependent, ruling out a purely nature-based explanation.

Finally, an extensive literature in economics and political science explores how gender differences in preferences affect individual and societal choices. If women and men have different preferences, then greater female participation in political decision-making has wide-reaching consequences. ClotsFigueras (2012) demonstrates that the election of women politicians in India improves educational attainment; Lippmann (2021) shows that in the French parliament female legislative activity focused more on women’s issues and male legislative activity more on the military; and Funk and Gathmann (2015) show that in direct democracy initiatives in Switzerland women make different choices in health, environmental protection, defense spending and welfare policy. Differences in preferences are also relevant within the household. Quisimbing and Maluccio (2000) show that giving more assets to women translates into an increase in spending on offspring in a variety of developing countries. This is an important insight for government policy that often relies on direct cash transfers to improve children’s welfare. An additional effect of greater preference heterogeneity within the household is increased marital instability (Serra-Garcia, 2021). Gender differences in preferences also have important effects on career choices and other labor market outcomes (Bertrand, 2011). Hence, better understanding the evolution of gender differences in preferences is of great interest to economists.

The rest of the paper is organized as follows. Section 2 describes the data, with a special emphasis on the Facebook data on interests; Section 3 analyzes the relation between gender equality and gender differences in interests and preferences; Section 4 explores how this relation depends on whether interests and preferences are gender-related or not; and Section 5 concludes.

The Current State of Relationship Science: A Cross-Disciplines Review of Key Themes, Theories, Researchers and Journals

The Current State of Relationship Science: A Cross-Disciplines Review of Key Themes, Theories, Researchers and Journals. Jennifer A Sharkey, Jacqueline S Feather, Sonja Goedeke. Journal of Social and Personal Relationships, October 11, 2021. https://doi.org/10.1177/02654075211047638

Abstract: This article provides a circumscribed descriptive analysis of the current state of research worldwide related to adult romantic relationship processes and their underlying mechanisms. A scoping review was used to gather data. This yielded 15,418 eligible articles from 1,687 different academic journals. From these, we outline key themes and theories arising in the last seven decades and note the most prolific journals and authors. The study of relational wellbeing has focused on overt behaviors such as communication and commitment, on underlying attitudes and motives such as empathy and contempt, and on substrates and circumstances such as neurobiological functioning and life stressors. The results reveal the strong interdisciplinary research underpinnings of the field of relationship science and show up key influences over its expansion. Results are intended to give an overview of key peer reviewed research that has contributed to the development of current scientific knowledge and theory development in this field.

Keywords: relationship science, romantic relationships, couples, literature review, marriage, relationship theory, relationship authors, relationship research, scoping review



Sunday, October 17, 2021

The Immigrant Health Advantage: An Examination of African-Origin Black Immigrants in the United States

The Immigrant Health Advantage: An Examination of African-Origin Black Immigrants in the United States. Justin Vinneau Palarino. Population Research and Policy Review volume 40, pages895–929, Mar 20 2021. https://link.springer.com/article/10.1007/s11113-021-09647-6

Abstract: The immigrant health advantage suggests that, despite significant socioeconomic disadvantage, immigrant populations report better-than-expected health relative to U.S.-born counterparts. This phenomenon has been repeatedly shown in Hispanic-origin immigrant population with little focus on other racial/ethnic groups. In this study, the immigrant health advantage is examined as it pertains to overweight, obesity, hypertension, and diabetes in African-origin black immigrants (n = 2748) relative to U.S.-born non-Hispanic blacks (n = 71,320). Additionally, to investigate within-immigrant heterogeneity in health deterioration associated with duration in the United States, the health of African-origin black immigrants is compared to non-Hispanic white and Mexican–American immigrants. Analyses are conducted on adults aged 18–85 + (n = 570,675) from the 2000–2018 National Health Interview Survey using binomial logistic regressions. Findings support the notion of an immigrant health advantage and suggest that, relative to U.S.-born blacks, African-origin black immigrants are at lower odds for obesity, hypertension, and diabetes, regardless of duration in the United States. Further, when compared to non-Hispanic white and Mexican–American immigrants, African-origin black immigrants display similar probabilities of reporting overweight, obesity, and diabetes across four duration categories. These findings suggest that, despite potentially experiencing high rates of discriminatory and/or racist behaviors, African-origin black immigrants’ health does not deteriorate differently than this sample of non-black immigrant counterparts. The findings presented here provide further insight into the health of African-origin blacks immigrants, a rapidly growing proportion of both the U.S.-black and foreign-born population.


We investigate which types of legislators are more likely to gain company board service: There is a strong preference for appointing moderates to boards, regardless of strong legislative record, service on powerful committees, or networks

Extremists Not on Board: Labor market costs to radical behavior in elected office. Benjamin C.K. Egerod, Hai Tran. Oct 2021. https://github.com/BCEgerod/BCEgerod.github.io/blob/master/papers/Politician_Directors_wp.pdf

Abstract: Board appointments represent highly lucrative career trajectories for former politicians. We investigate which types of legislators are more likely to gain board service. Leveraging comprehensive data on the board service of former Members of Congress, we show that ideological extremists are less likely to be appointed to a board after serving in Congress. Additionally, we use a difference-in-differences design to show that when the supply of legislators who are willing to take a directorship increases, firms become less likely to appoint extremist legislators to their board. The estimates are striking in magnitude, indicating a strong preference for appointing moderates to boards. Surprisingly, we find no evidence that a strong legislative record, service on powerful committees, or networks increase the probability of board service. The results show that extremist legislators are effectively shut out of one of the most lucrative post-elective career paths, placing a cost on radical behavior.

Keywords: The revolving door; The post-elective labor market; Political incentives and selection



Those in this extreme upper tail of wealth are more educated and better-looking than the average person of the same age

“Beauty Too Rich for Use”*: Billionaires’ Assets and Attractiveness. Daniel S. Hamermesh & Andrew Leigh. NBER Working Paper 29361. October 2021. DOI 10.3386/w29361

Abstract: We examine how the net worth of billionaires relates to their looks, as rated by 16 people of different gender and ethnicity. Surprisingly, their financial assets are unrelated to their beauty; nor are they related to their educational attainment. As a group, however, billionaires are both more educated and better-looking than average for their age. Men, people who reside in Western countries, and those who inherited substantial wealth, are wealthier than other billionaires. The results do not arise from measurement error or nonrandom sample selectivity. They are consistent with econometric theory about the impact of truncating a sample to include observations only from the extreme tail of the dependent variable. The point is underscored by comparing estimates of earnings equations using all employees in the 2018 American Community Survey to those using a sample of the top 0.1 percent. The findings suggest the powerful role of luck within the extremes of the distributions of economic outcomes.


Underestimating Learning by Doing

Horn, Samantha and Loewenstein, George F., Underestimating Learning by Doing (October 12, 2021). SSRN: https://ssrn.com/abstract=3941441

Abstract: Many economic decisions, such as whether to invest in developing new skills, change professions, or purchase a new technology, benefit from accurate estimation of skill acquisition. We examine the accuracy of such predictions by having experimental participants predict the speed at which they will master an unfamiliar task. The first experiment finds systematic underestimation of learning, even after multiple rounds of performance feedback. Replicating earlier findings by psychologists, we observe an abrupt drop in confidence, from overconfidence to underconfidence, following initial task experience. The second experiment shows that underpredicting learning leads decision makers to make choices that lower average payoffs.

Keywords: learning, beliefs, forecasting

JEL Classification: C91, D83, D91


We propose that people exhibit an insight bias, such that they undervalue persistence and overvalue insight in the creative process

Lay people’s beliefs about creativity: evidence for an insight bias. Brian J. Lucas, Loran F. Nordgren. Trends in Cognitive Sciences, October 16 2021. https://doi.org/10.1016/j.tics.2021.09.007

Abstract: Research finds that creative ideas are generated by two cognitive pathways: insight and persistence. However, emerging research suggests people’s lay beliefs may not adequately reflect both routes. We propose that people exhibit an insight bias, such that they undervalue persistence and overvalue insight in the creative process.

Keywords: creativitycreative processinsightpersistencelay beliefsjudgment


From performance to perception

What might an insight bias look like? We propose that an insight bias would be supported by evidence that people’s beliefs about creativity systematically mispredict creative performance such that people undervalue persistence and overvalue insight.

Initial evidence of an insight bias comes from research that compared people’s beliefs about the value of persistence for creativity against actual performance. After an initial period of idea generation, people predicted how many more ideas they would generate during a second round of idea generation and then they actually generated ideas a second time. This research found that people consistently underestimated how many ideas they would generate during the second round [6]. That is, they underestimated the value of persisting. Building on this finding, other research investigated people’s beliefs about how creativity changes over time. People were asked to predict the trajectory of their creativity across an ideation session and then to actually complete the session. These studies found that whereas creativity actually increased or stayed the same across the session, people consistently predicted their creativity would decline [7]. Finally, problem solving research has found that people overestimate how quickly they exhaust a problem’s solution space (i.e., the set of reasonable solutions to a problem). In one study, people estimated that they generated 75% of the solution space when in fact their ideas covered only 20–30% [8].

Other research more directly compares beliefs about insight and persistence. For instance, people believe creative ideas are more likely to be produced by cognitive processes related to insight (e.g., cognitive flexibility) than processes related to persistence (e.g., deliberate, persistent thinking) [9]. One study found that people believe creativity is stimulated more by defocusing (i.e., not working on the problem) than by focusing (i.e., deliberately working) on the task. However, when asked to recall and describe a recent idea generation experience, they reported the opposite: their idea was more often preceded by focusing than defocusing [9]. The preference for insight resonates with research on beliefs about the origins of talent. This research finds that people favor entrepreneurs whose ideas stem from innate talents (e.g., from traits related to genius and insight) over entrepreneurs whose ideas result from effort and hard work. In one study, people even preferred an innately talented entrepreneur with fewer achievements over a hard-working entrepreneur with more achievements [10].

The studies summarized above provide evidence that people undervalue persistence and overvalue insight. Understanding these (faulty) beliefs is important because they influence how people choose to engage in creative work. For instance, undervaluing persistence and believing one’s best ideas come early leads people to disengage from creative work more quickly, which limits creativity [6,7]. Valuing insight leads people to expect more creativity when in the bathtub than at one’s workstation [9] and to discount the value of others whose accomplishments draw on persistence rather than innate genius [10].

What causes the insight bias? One explanation relates to the subjective experience of idea generation itself. Specifically, the feeling of effortfulness experienced while generating ideas (also called metacognitive fluency) [11]. Generating ideas via insight feels less effortful and less mentally exhausting than generating ideas via persistence. This more pleasant experience of insight, versus persistence, leads people to think and feel more positively about insight [6,11]. For example, the research where people underestimated how many ideas they would generate while persisting [6] found that the feeling of effortfulness experienced during initial idea generation accounted for the discrepancy between predictions and performance. Similarly, people’s belief that creativity declines across an ideation session [7] was explained by people’s pessimism about the difficulty of producing ideas over time. Future research should continue to test this and other mechanisms.


Saturday, October 16, 2021

374 districts in the UK: Geographic regions with higher aggregate scores on given personality trait collectively spend more money on categories associated with trait (extravert-drinking, agreeable-charity, conscientious-savings; open-transport)

Ebert, T., Götz, F. M., Gladstone, J. J., Müller, S. R., & Matz, S. C. (2021). Spending reflects not only who we are but also who we are around: The joint effects of individual and geographic personality on consumption. Journal of Personality and Social Psychology, 121(2), 378–393. Oct 2021. https://doi.org/10.1037/pspp0000344

Abstract: Interactionist theories are considered to have resolved the classic person-situation debate by demonstrating that human behavior is most accurately described as a function of both personal characteristics as well as environmental cues. According to these theories, personality traits form part of the personal characteristics that drive behavior. We suggest that psychological theory stands to gain from also considering personality traits as an important environmental characteristic that shapes sociocultural norms and institutions, and, in turn, behavior. Building on research in geographical psychology, we support this proposition by presenting evidence on the relationship of individual and regional personality with spending behavior. Analyzing the spending records of 111,336 participants (31,915,942 unique transactions) across 374 Local Authority Districts (LAD) in the United Kingdom, we first show that geographic regions with higher aggregate scores on a given personality trait collectively spend more money on categories associated with that trait. Shifting the focus to individual level spending as our behavioral outcome (N = 1,716), we further demonstrate that regional personality of a participant’s home LAD predicts individual spending above and beyond individual personality. That is, a person’s spending reflects both their own personality traits as well as the personality traits of the people around them. We use conditional random forest predictions to highlight the robustness of these findings in the presence of a comprehensive set of individual and regional control variables. Taken together, our findings empirically support the proposition that spending behaviors reflect personality traits as both personal and environmental characteristics. 


The parent–daughter relationship, laden with the Confucian value of filial piety, is the major pathway of minority stigma to force Chinese women with same-sex attraction into heterosexual marriage & make female SSA culturally unintelligible

Cultural Unintelligibility and Marital Pressure: A Grounded Theory of Minority Stigma Against Women with Same-Sex Attraction in Mainland China. Tao H. Wei, Lori L. Jervis, Yun Jiang, Kerstin M. Reinschmidt, Lancer D. Stephens, Ying Zhang & Thomas A. Teasdale. Archives of Sexual Behavior, Oct 12 2021. https://link.springer.com/article/10.1007%2Fs10508-021-02050-4

Abstract: Minority stigma against sexual minority women and its contributions to these women’s health disparities have been widely investigated in Western countries. By contrast, little has been known about minority stigma against women with same-sex attraction (WSSA) in mainland China. This study aimed at exploring the nature, genesis, and pathways of minority stigma among this rarely studied minority group in terms of China’s unique social and cultural organization of gender and sexuality. A grounded theory approach was applied to 28 participants of Chinese WSSA through in-depth telephone interviews to elicit their views and perspectives anchored in their daily experiences with gender hierarchy and normative heterosexuality. Findings of this study identified marital pressure and cultural unintelligibility as two principal components of minority stigma against Chinese WSSA. A conceptual framework was developed to illustrate how minority stigma relies on the mutually reinforcing loop of martial pressure and culturally unintelligible status of female same-sex attraction to oppress Chinese WSSA within and across intrapersonal, interpersonal, and structural levels. The parent–daughter relationship, laden with the Confucian value of filial piety, was highlighted as the major pathway of minority stigma to force Chinese women with same-sex attraction into heterosexual marriage and make female same-sex attraction culturally unintelligible. These findings lay a foundation for conceptualizing and measuring minority stigma of Chinese WSSA caused by the stigmatization of their same-sex attraction. Moreover, these findings would contribute greatly to understanding how cultural particularities critically affect the local process of stigmatization through which power relations and social control are practiced.




Tendency to laugh negatively predicts conversation enjoyment

Wood, Adrienne, Emma Templeton, Jessica M. Morrel, Frederick T. Schubert, and Thalia Wheatley. 2021. “Tendency to Laugh Is a Stable Trait: Findings from a Round-robin Conversation Study.” PsyArXiv. October 15. doi:10.31234/osf.io/gk9z2

Abstract: Is the tendency to laugh a stable trait? What does the amount of laughter tell us about the personality and state of the producer, and how does their laughter influence the people around them? To answer these questions, we used a round-robin design where participants (N=66) engaged in 10 different conversations with 10 same-gender strangers. This design allowed us to determine state- and trait-level differences in how much people laugh and to isolate different sources of variability in the amount of laughter per conversation. More than half of the variability in the amount a person laughs is attributable to individual differences. This tendency to laugh negatively predicts conversation enjoyment. A smaller amount of variability in the amount people laugh is due to qualities of their conversation partners. Partners who tend to elicit others’ laughter are perceived as more relatable. We examined the personality correlates of laughter and found that less intellectual and less empathically-concerned participants (i.e., nonserious participants) produced and elicited more laughter. In summary, how much a person laughs is not a straightforward function of enjoyment. Instead, it is a behavioral trait associated with being perceived as relatable, supporting laughters’ proposed function of conveying harmless, nonserious intentions.


The New Genetic Evidence on Same-Gender Sexuality: Implications for Sexual Fluidity and Multiple Forms of Sexual Diversity

The New Genetic Evidence on Same-Gender Sexuality: Implications for Sexual Fluidity and Multiple Forms of Sexual Diversity. Lisa M. Diamond. The Journal of Sex Research, Volume 58, 2021 - Issue 7, Feb 23 2021. https://doi.org/10.1080/00224499.2021.1879721

Abstract: In September of 2019, the largest-ever (N = 477,522) genome-wide-association study of same-gender sexuality was published in Science. The primary finding was that multiple genes are significantly associated with ever engaging in same-gender sexual behavior, accounting for between 8–25% of variance in this outcome. Yet an additional finding of this study, which received less attention, has more potential to transform our current understanding of same-gender sexuality: Specifically, the genes associated with ever engaging in same-gender sexual behavior differed from the genes associated with one’s relative proportion of same-gender to other-gender behavior. I review recent research on sexual orientation and sexual fluidity to illustrate how these findings speak to longstanding questions regarding distinctions among subtypes of same-gender sexuality (such as mostly-heterosexuality, bisexuality, and exclusive same-gender experience). I conclude by outlining directions for future research on the multiple causes and correlates of same-gender expression.

Do We Have the Right Categories?

Another avenue for future research involves investigating the degree to which observations of subtypes of same-gender expression and their differing genetic/environmental influences depends on our conceptual framings of gender and sexual orientation. Historically, laypeople and scientists have conceptualized individuals as oriented toward the same gender or the other gender (or both genders), as opposed to being oriented toward women or men (or both). This framing directly affects the type of gender differences we observe. Consider, for example, one of the most robust gender differences in same-gender sexuality: the fact that women show more genital arousal than do men when presented with sexual stimuli depicting their “less-preferred” gender (Chivers & Bailey, 2005; Chivers et al., 20042007). Early work suggested that this “nonspecific” pattern of genital arousal (i.e., arousal that is not specific to one’s preferred gender) characterized all women, but later work showed that nonspecific genital arousal was most pronounced among self-described heterosexual women (reviewed in Chivers, 2017), and scholars have considered a range of social and evolutionary reasons for heterosexual women’s uniqueness in this regard (Chivers, 2017; Diamond, 2017; Kuhle & Radke, 2013).

Yet the definition of heterosexual women as “unique” depends on the classification of sexual stimuli as preferred or non-preferred, according to participants’ self-described patterns of attraction. Within this framework, heterosexual women are unique because they show stronger genital arousal to their non-preferred gender (i.e., women) than do all other groups. But what if we re-classified the sexual stimuli as simply “men” versus “women?” Using this re-classification, exclusively gay men are suddenly the outlier group (Diamond, 2017). Whereas heterosexual women, lesbian women, bisexual women, heterosexual men, and bisexual men all show some degree of genital arousal to sexual stimuli depicting women, gay men do not.

Hence, should we describe heterosexual women’s genital arousal patterns as uniquely “fluid” or gay men’s genital arousal patterns as uniquely “rigid?” How much do these patterns depend on the mechanisms underlying genital versus subjective arousal, given that these mechanisms are distinct (Chivers, 2017), and that concordance between genital and subjective arousal differs for men versus women (Suschinsky et al., 2009)? Furthermore, what is the role of aversion to same-gender versus other-gender stimuli and/or partners (or male versus female stimuli/partners) in shaping subtypes of sexual diversity (see Dehlin et al., 2019; Freund, Langevin, Chamberlayne et al., 1974; Freund, Langevin, Zajac et al., 1974; Jabbour et al., 2020; Safron et al., 2007; Semon et al., 2017)? As reviewed earlier, the Kinsey-type “single continuum” model of sexual orientation (challenged by Ganna et al. 2019) posits exclusive same-gender attractions and exclusive other-gender attractions as polar opposites, but perhaps the true opposite of exclusive same-gender attraction is same-gender aversion or indifference. Models which account for aversion and/or indifference are better suited to including the experiences of asexual individuals (Bogaert et al., 2018; Brotto & Yule, 2017) and those who experience their own attractions as “gender neutral” (Diamond, 2008). Further integration of these nuances into genetically-informed research would make a strong contribution to understanding the nature and development of different forms of sexual diversity.

On this point, it bears noting that a growing body of sexuality researchers now refer to sexual orientations as gynephilic (preferring women), androphilic (preferring men) and biphilic (preferring both genders) rather than “same-gender” and “other-gender” (for example, Antfolk et al., 2017; Chivers, 2017; Huberman & Chivers, 2015; Huberman et al., 2015; Petterson et al., 2018; Semenyna et al., 2017; Skorska & Bogaert, 2020; Snowden et al., 2020; Timmers et al., 2018; Vásquez-Amézquita et al., 2019). There is an intuitive appeal to this approach, given that most individuals describe themselves as desiring aspects of “women” and “men” rather than “sameness” and “otherness.” This approach is also better suited to describing the experiences of transgender and nonbinary individuals, since it focuses on the gender expression of sexual partners without making presumptions about one’s own or one’s partners’ birth-assigned sex/gender. Yet the “same-gender/other-gender” framework represented by the Kinsey scale continues to dominate social scientific research on this topic, perhaps reflecting the cultural dominance of this model of sexual orientation in Western culture (which necessarily feeds back to influence how sexually-diverse individuals come to perceive, understand, and experience their own patterns of eroticism). Certainly, the same-gender/other-gender framing is useful for capturing the fact that heterosexuality is culturally valued and expected, whereas same-gender sexuality is stigmatized and marginalized. The experience of stigma and marginalization is so relevant to the life experiences of individuals with same-gender attractions (and to the likelihood that they will express these attractions) that it seems naive to categorize attractions as “woman-oriented” or “man-oriented” without taking account of which type of attractions are socially permitted versus punished. Yet as we move forward in trying to understand genetic influences on sexuality, we should remain mindful of the extent to which our framing of core constructs (such as same/other versus woman/man) shapes our observations and interpretations.

Questions of Mechanism

Future research on sexual orientation, sexual fluidity, and their genetic/environmental underpinnings may also benefit from closer attention to the full range of conscious and nonconscious processes through which different types of sexual stimuli are attended to, neurologically processed, and responded to (Dickenson et al., 2020; Safron et al., 2007; Safron & Hoffmann, 2017). Such process-oriented work is exemplified by Chivers’s (2017) nuanced and sweeping analysis of the potential contribution of visual attention, implicit and explicit processing, and incentive motivation to heterosexual women’s “nonspecific” patterns of genital arousal. Given that environments fluctuate over the lifespan, whereas genes remain fixed (setting aside for now the complications of epigenetics, Charney, 2012; Ngun & Vilain, 2014; Rice et al., 2012; Richardson & Stevens, 2015), the mechanisms underlying change in sexual experience and expression warrant particularly close study. As reviewed above, sexual fluidity has been defined as a heightened sensitivity to situational change in sexual responsiveness (Diamond, 2008), but this definition leaves unspecified the process through which sexual responsiveness changes at all. There is a growing body of rigorous research on the role of learning and conditioning in human sexual response (Hoffmann, 20122017; Hoffmann, Janssen, & Turner; Klucken et al., 2009), and this work should be more comprehensively integrated into investigations of genetic and environmental influences on same-gender expression.

Of course, the notion of learned or conditioned sexual responses may bring to mind the unfortunate history of behavior-modification approaches to “extinguishing” undesirable sexual impulses (Hoffmann, 2017), which has had particularly harmful effects on sexually-diverse individuals who have been subjected to “conversion” and “reparative” therapies (APA Task Force on Appropriate Therapeutic Responses to Sexual Orientation, 2009). Perhaps because of this history, sexual orientation is commonly (if inaccurately) described as fundamentally immutable (Diamond & Rosky, 2016). Yet from a basic developmental perspective, the role of learning and exposure in human and nonhuman sexual development is well established (reviewed in Hoffmann, 20122017). As Hoffman summarized, conditioning is quite simply “a process by which organisms, including humans, learn about the relationship between events. Through conditioning, we can learn to predict events, we can learn signals for biologically significant stimuli, we can learn the value of stimuli, and we can learn the consequences of our actions. Hence, sexual conditioning can prepare us to respond sexually and can contribute to our erotic preferences and to how we behave sexually” (Hoffmann, 2017, p. 2213).

Positing a role for learning and experience in the expression of same-gender sexuality does not invalidate the notion of genetically influenced sexual predispositions. Rather, drawing from Freund and Blanchard (1993), we might think of genetic influences as differential sensitivities to certain classes of reproductively-relevant stimuli (in this case, “man/woman” may prove a more relevant classification scheme than “other-gender/same-gender”), and our experiences interact with and elaborate these sensitivities to produce consistent – albeit not rigidly static – patterns of desire. Notably, learning and conditioning played an important role in Kinsey’s understanding of same-gender sexuality. As reviewed by Cass (1990), he viewed all forms of sexual preferences as learned. Cass suggested instead (similar to Freund and Blanchard) that individuals possess intrinsic sexual interests, but that these interests could be strengthened by repeated, satisfying same-gender experiences, as well as the process of attaching psychological significance to these experiences (in the form of gay/lesbian/bisexual identification and social validation). Cass posited that such strengthening effects should be more influential for those whose preferences were less “regular, stable, and fixed” to begin with (1990, p. 252), and she speculated that both women and bisexuals were more likely to belong to the latter group.

These thirty-year-old speculations demonstrate that scientific debates about subtypes of same-gender sexuality (bisexual versus exclusive, man-oriented versus woman-oriented, fixed versus fluid) have been longstanding interests within sexuality research (for an even broader historical and cultural view, see Murray, 2000). Ganna et al’s (2019) data do not definitively resolve these questions, but they point toward productive avenues for future study, in addition to suggesting new questions that we had not yet thought to consider.