Pub Date : 2026-02-09DOI: 10.1038/s41562-025-02371-7
Parisa A Vaziri, Samuel D McDougle, Damon A Clark
To discern speech or appreciate music, the human auditory system detects how pitch changes over time (pitch motion). Here, using psychophysics, computational modelling, functional neuroimaging and analysis of recorded speech, we ask whether humans can detect pitch motion using computations analogous to those used by the visual system. We adapted stimuli from studies of vision to create novel auditory correlated noise stimuli that elicited robust pitch motion percepts. In psychophysical experiments, we discovered that humans can judge pitch direction from spectrotemporal intensity correlations. Robust sensitivity to negative spectrotemporal correlations is a direct analogue of illusory 'reverse-phi' motion in vision, constituting a new auditory illusion. Functional MRI measurements in auditory cortex supported the hypothesis that human auditory processing may employ pitch direction opponency. Linking lab findings to real-world perception, we analysed recordings of English and Mandarin speech and found that pitch direction was signalled by both positive and negative spectrotemporal correlations, suggesting that sensitivity to both types confers ecological benefits. This work reveals how motion detection algorithms sensitive to local correlations are deployed by the central nervous system across disparate modalities (vision and audition) and dimensions (space and frequency).
{"title":"Humans can use positive and negative spectrotemporal correlations to detect rising and falling pitch.","authors":"Parisa A Vaziri, Samuel D McDougle, Damon A Clark","doi":"10.1038/s41562-025-02371-7","DOIUrl":"https://doi.org/10.1038/s41562-025-02371-7","url":null,"abstract":"<p><p>To discern speech or appreciate music, the human auditory system detects how pitch changes over time (pitch motion). Here, using psychophysics, computational modelling, functional neuroimaging and analysis of recorded speech, we ask whether humans can detect pitch motion using computations analogous to those used by the visual system. We adapted stimuli from studies of vision to create novel auditory correlated noise stimuli that elicited robust pitch motion percepts. In psychophysical experiments, we discovered that humans can judge pitch direction from spectrotemporal intensity correlations. Robust sensitivity to negative spectrotemporal correlations is a direct analogue of illusory 'reverse-phi' motion in vision, constituting a new auditory illusion. Functional MRI measurements in auditory cortex supported the hypothesis that human auditory processing may employ pitch direction opponency. Linking lab findings to real-world perception, we analysed recordings of English and Mandarin speech and found that pitch direction was signalled by both positive and negative spectrotemporal correlations, suggesting that sensitivity to both types confers ecological benefits. This work reveals how motion detection algorithms sensitive to local correlations are deployed by the central nervous system across disparate modalities (vision and audition) and dimensions (space and frequency).</p>","PeriodicalId":19074,"journal":{"name":"Nature Human Behaviour","volume":" ","pages":""},"PeriodicalIF":15.9,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146149738","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1038/s41562-025-02396-y
Emmanuelle Casanova, Hossein Davoudi, Antoine Zazzo, Séverine Zirah, Jérémy Jacob, Christine Hatté, Audrey Boco-Simon, François Thil, Caroline Gauthier, Jebrael Nokandeh, Abbas Alizadeh, Fereidoun Biglari, Reinhard Bernbeck, Susan Pollock, Akira Tsuneki, Omolbanin Ghafoori, Homa Fathi, Frank Hole, Emmanuelle Demey-Thomas, Joëlle Vinh, Marjan Mashkour
Animal domestication and development of pastoralism in southwest Asia revolutionized human subsistence strategies. Various centres of ruminant domestication and diffusion routes of agropastoralism have been identified. The area between the northern and central Zagros Mountains on the Iranian Plateau is a cradle for goat domestication and eastward spread of agropastoralism. However, the early exploitation of ruminant milk by pastoral communities in the Zagros remains insufficiently studied. Here we show residues of caprine dairy products that were detected from the analysis of lipid residues in pottery vessels and protein residues in human dental calculus. These results, combined with the faunal spectra and radiocarbon analyses directly on the dairy residues, show that sheep and goat dairy products were widely exploited in the Zagros from the seventh millennium BC. This pattern parallels the contemporaneous exploitation of cattle milk in Anatolia. Neolithic communities in both regions reveal similarly complex dynamics of early ruminant milk use, marking the emergence of independent yet synchronous trajectories in the diffusion of agropastoral lifeways.
{"title":"Caprine dairy exploitation on the Iranian Plateau from the seventh millennium BC.","authors":"Emmanuelle Casanova, Hossein Davoudi, Antoine Zazzo, Séverine Zirah, Jérémy Jacob, Christine Hatté, Audrey Boco-Simon, François Thil, Caroline Gauthier, Jebrael Nokandeh, Abbas Alizadeh, Fereidoun Biglari, Reinhard Bernbeck, Susan Pollock, Akira Tsuneki, Omolbanin Ghafoori, Homa Fathi, Frank Hole, Emmanuelle Demey-Thomas, Joëlle Vinh, Marjan Mashkour","doi":"10.1038/s41562-025-02396-y","DOIUrl":"https://doi.org/10.1038/s41562-025-02396-y","url":null,"abstract":"<p><p>Animal domestication and development of pastoralism in southwest Asia revolutionized human subsistence strategies. Various centres of ruminant domestication and diffusion routes of agropastoralism have been identified. The area between the northern and central Zagros Mountains on the Iranian Plateau is a cradle for goat domestication and eastward spread of agropastoralism. However, the early exploitation of ruminant milk by pastoral communities in the Zagros remains insufficiently studied. Here we show residues of caprine dairy products that were detected from the analysis of lipid residues in pottery vessels and protein residues in human dental calculus. These results, combined with the faunal spectra and radiocarbon analyses directly on the dairy residues, show that sheep and goat dairy products were widely exploited in the Zagros from the seventh millennium BC. This pattern parallels the contemporaneous exploitation of cattle milk in Anatolia. Neolithic communities in both regions reveal similarly complex dynamics of early ruminant milk use, marking the emergence of independent yet synchronous trajectories in the diffusion of agropastoral lifeways.</p>","PeriodicalId":19074,"journal":{"name":"Nature Human Behaviour","volume":" ","pages":""},"PeriodicalIF":15.9,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146149491","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-06DOI: 10.1038/s41562-025-02367-3
Kyle Higham, Sadao Nagaoka
Language barriers and translation costs are persistent obstacles to communication and have particularly pronounced economic impacts in technical domains. Here we provide causal evidence on the effects of language barriers on the speed and extent of knowledge diffusion by exploiting a change in US patent policy that resulted in earlier disclosure of English-language technical knowledge from Japan. Using a targeted sample of 2,770 citations from US-based inventors to Japanese inventions, we find that language barriers accounted for almost half the diffusion lag of Japan-originating knowledge to US-based inventors, relative to Japan-based inventors. This acceleration is significant only for firms with limited ability to translate (small research and development scale, or little involvement in the Japanese market) and is more pronounced for the diffusion of high-quality inventions, suggesting difficulties in quality-targeted translation. Thus, early publication of patent applications provides a substantial public good for cumulative innovation through accelerated access to translated foreign patents.
{"title":"Language barriers and the speed of international knowledge diffusion.","authors":"Kyle Higham, Sadao Nagaoka","doi":"10.1038/s41562-025-02367-3","DOIUrl":"https://doi.org/10.1038/s41562-025-02367-3","url":null,"abstract":"<p><p>Language barriers and translation costs are persistent obstacles to communication and have particularly pronounced economic impacts in technical domains. Here we provide causal evidence on the effects of language barriers on the speed and extent of knowledge diffusion by exploiting a change in US patent policy that resulted in earlier disclosure of English-language technical knowledge from Japan. Using a targeted sample of 2,770 citations from US-based inventors to Japanese inventions, we find that language barriers accounted for almost half the diffusion lag of Japan-originating knowledge to US-based inventors, relative to Japan-based inventors. This acceleration is significant only for firms with limited ability to translate (small research and development scale, or little involvement in the Japanese market) and is more pronounced for the diffusion of high-quality inventions, suggesting difficulties in quality-targeted translation. Thus, early publication of patent applications provides a substantial public good for cumulative innovation through accelerated access to translated foreign patents.</p>","PeriodicalId":19074,"journal":{"name":"Nature Human Behaviour","volume":" ","pages":""},"PeriodicalIF":15.9,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146132530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1038/s41562-025-02394-0
Amber Peterman, Jingying Wang, Kevin Kamto Sonke, Janina Isabel Steinert
There are increasing calls for economic assistance in the form of social safety nets (SSNs) to be designed and implemented to promote women's economic inclusion and agency, contributing to closing gender disparities globally. Here we investigate the extent to which SSNs affect women's economic achievements and agency through a systematic review and meta-analysis of randomized controlled trials implemented in low- and middle-income countries. We searched six databases utilizing search strings in English, French and Spanish through December 2024. Studies were assessed for risk of bias using an adapted version of the Joanna Briggs Institute critical appraisal tool. Our sample includes 1,307 effect sizes from 93 studies, representing 218,828 women across 45 low- and middle-income countries. Using robust variance estimation meta-analysis, we show significant overall pooled effects (Hedges' g = 0.107, P < 0.001, 95% confidence interval (CI) 0.085-0.129), driven by increases in economic achievements (productive work, savings, assets and expenditures) and agency (voice, autonomy and decision-making). We find significant treatment effects for unconditional cash transfers (Hedges' g = 0.128, P < 0.001, 95% CI 0.097 to 0.159), social care services (Hedges' g = 0.122, P < 0.001, 95% CI 0.071 to 0.174), asset transfers (Hedges' g = 0.115, P < 0.001, 95% CI 0.071 to 0.160) and public work programmes (Hedges' g = 0.127, P = 0.031, 95% CI 0.015 to 0.239). We find comparatively smaller effects for conditional cash transfers (Hedges' g = 0.059, P = 0.019, 95% CI 0.011 to 0.108) and found no evidence of effects for in-kind transfers. SSNs can empower women economically and socially; however, limitations and evidence gaps remain, including the need for further rigorous testing of design and operational components, the role of contextual factors and cost-benefit analysis with a gender lens.
越来越多的人呼吁设计和实施社会安全网形式的经济援助,以促进妇女的经济包容和参与,为缩小全球性别差距作出贡献。在这里,我们通过对中低收入国家实施的随机对照试验进行系统回顾和荟萃分析,调查社会保障网络对妇女经济成就和代理的影响程度。到2024年12月,我们使用英语、法语和西班牙语的搜索字符串搜索了六个数据库。使用乔安娜布里格斯研究所批判性评估工具的改编版本评估研究的偏倚风险。我们的样本包括来自93项研究的1307个效应量,代表了45个低收入和中等收入国家的218,828名妇女。使用稳健方差估计荟萃分析,我们显示出显著的总体合并效应(赫奇斯的g = 0.107, P
{"title":"Social safety nets, women's economic achievements and agency in 45 countries: a systematic review and meta-analysis.","authors":"Amber Peterman, Jingying Wang, Kevin Kamto Sonke, Janina Isabel Steinert","doi":"10.1038/s41562-025-02394-0","DOIUrl":"https://doi.org/10.1038/s41562-025-02394-0","url":null,"abstract":"<p><p>There are increasing calls for economic assistance in the form of social safety nets (SSNs) to be designed and implemented to promote women's economic inclusion and agency, contributing to closing gender disparities globally. Here we investigate the extent to which SSNs affect women's economic achievements and agency through a systematic review and meta-analysis of randomized controlled trials implemented in low- and middle-income countries. We searched six databases utilizing search strings in English, French and Spanish through December 2024. Studies were assessed for risk of bias using an adapted version of the Joanna Briggs Institute critical appraisal tool. Our sample includes 1,307 effect sizes from 93 studies, representing 218,828 women across 45 low- and middle-income countries. Using robust variance estimation meta-analysis, we show significant overall pooled effects (Hedges' g = 0.107, P < 0.001, 95% confidence interval (CI) 0.085-0.129), driven by increases in economic achievements (productive work, savings, assets and expenditures) and agency (voice, autonomy and decision-making). We find significant treatment effects for unconditional cash transfers (Hedges' g = 0.128, P < 0.001, 95% CI 0.097 to 0.159), social care services (Hedges' g = 0.122, P < 0.001, 95% CI 0.071 to 0.174), asset transfers (Hedges' g = 0.115, P < 0.001, 95% CI 0.071 to 0.160) and public work programmes (Hedges' g = 0.127, P = 0.031, 95% CI 0.015 to 0.239). We find comparatively smaller effects for conditional cash transfers (Hedges' g = 0.059, P = 0.019, 95% CI 0.011 to 0.108) and found no evidence of effects for in-kind transfers. SSNs can empower women economically and socially; however, limitations and evidence gaps remain, including the need for further rigorous testing of design and operational components, the role of contextual factors and cost-benefit analysis with a gender lens.</p>","PeriodicalId":19074,"journal":{"name":"Nature Human Behaviour","volume":" ","pages":""},"PeriodicalIF":15.9,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146125902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1038/s41562-025-02395-z
{"title":"Social safety nets empower women economically and socially.","authors":"","doi":"10.1038/s41562-025-02395-z","DOIUrl":"https://doi.org/10.1038/s41562-025-02395-z","url":null,"abstract":"","PeriodicalId":19074,"journal":{"name":"Nature Human Behaviour","volume":" ","pages":""},"PeriodicalIF":15.9,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146125910","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1038/s41562-025-02324-0
Maria K Eckstein, Christopher Summerfield, Nathaniel D Daw, Kevin J Miller
A long-standing challenge for psychology and neuroscience is to understand the transformations by which past experiences shape future behaviour. Reward-guided learning is typically modelled using simple reinforcement learning (RL) algorithms. In RL, a handful of incrementally updated internal variables both summarize past rewards and drive future choice. Here we describe work that questions the assumptions of many RL models. We adopt a hybrid modelling approach that integrates artificial neural networks into interpretable cognitive architectures, estimating a maximally general form for each algorithmic component and systematically evaluating its necessity and sufficiency. Applying this method to a large dataset of human reward-learning behaviour, we show that successful models require independent and flexible memory variables that can track rich representations of the past. Using a modelling approach that combines predictive accuracy and interpretability, these results call into question an entire class of popular RL models based on incremental updating of scalar reward predictions.
{"title":"Hybrid neural-cognitive models reveal how memory shapes human reward learning.","authors":"Maria K Eckstein, Christopher Summerfield, Nathaniel D Daw, Kevin J Miller","doi":"10.1038/s41562-025-02324-0","DOIUrl":"https://doi.org/10.1038/s41562-025-02324-0","url":null,"abstract":"<p><p>A long-standing challenge for psychology and neuroscience is to understand the transformations by which past experiences shape future behaviour. Reward-guided learning is typically modelled using simple reinforcement learning (RL) algorithms. In RL, a handful of incrementally updated internal variables both summarize past rewards and drive future choice. Here we describe work that questions the assumptions of many RL models. We adopt a hybrid modelling approach that integrates artificial neural networks into interpretable cognitive architectures, estimating a maximally general form for each algorithmic component and systematically evaluating its necessity and sufficiency. Applying this method to a large dataset of human reward-learning behaviour, we show that successful models require independent and flexible memory variables that can track rich representations of the past. Using a modelling approach that combines predictive accuracy and interpretability, these results call into question an entire class of popular RL models based on incremental updating of scalar reward predictions.</p>","PeriodicalId":19074,"journal":{"name":"Nature Human Behaviour","volume":" ","pages":""},"PeriodicalIF":15.9,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146125809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1038/s41562-026-02405-8
Ilias G Pechlivanidis, Spyros Afentoulidis, Giuliano Di Baldassarre, Florian Pappenberger, Peter Salamon, Stefan Uhlenbrook
{"title":"How personalized disaster warnings can save lives.","authors":"Ilias G Pechlivanidis, Spyros Afentoulidis, Giuliano Di Baldassarre, Florian Pappenberger, Peter Salamon, Stefan Uhlenbrook","doi":"10.1038/s41562-026-02405-8","DOIUrl":"https://doi.org/10.1038/s41562-026-02405-8","url":null,"abstract":"","PeriodicalId":19074,"journal":{"name":"Nature Human Behaviour","volume":" ","pages":""},"PeriodicalIF":15.9,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146125785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-02DOI: 10.1038/s41562-025-02397-x
{"title":"Generative AI predicts personality traits on the basis of open-ended narratives.","authors":"","doi":"10.1038/s41562-025-02397-x","DOIUrl":"https://doi.org/10.1038/s41562-025-02397-x","url":null,"abstract":"","PeriodicalId":19074,"journal":{"name":"Nature Human Behaviour","volume":" ","pages":""},"PeriodicalIF":15.9,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146106338","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-02DOI: 10.1038/s41562-026-02404-9
Fanli Jia
{"title":"The tension between big team science and colonial power dynamics.","authors":"Fanli Jia","doi":"10.1038/s41562-026-02404-9","DOIUrl":"https://doi.org/10.1038/s41562-026-02404-9","url":null,"abstract":"","PeriodicalId":19074,"journal":{"name":"Nature Human Behaviour","volume":" ","pages":""},"PeriodicalIF":15.9,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146106378","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-02DOI: 10.1038/s41562-026-02401-y
John F Helliwell, Richard Layard, Jeffrey D Sachs, Jan-Emmanuel De Neve, Lara B Aknin, Shun Wang
{"title":"Why single-item measures of wellbeing are best.","authors":"John F Helliwell, Richard Layard, Jeffrey D Sachs, Jan-Emmanuel De Neve, Lara B Aknin, Shun Wang","doi":"10.1038/s41562-026-02401-y","DOIUrl":"https://doi.org/10.1038/s41562-026-02401-y","url":null,"abstract":"","PeriodicalId":19074,"journal":{"name":"Nature Human Behaviour","volume":" ","pages":""},"PeriodicalIF":15.9,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146106387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}