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	<title>predictive validity &#8211; Science</title>
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	<title>predictive validity &#8211; Science</title>
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		<title>Scientists Build a New Scale to Measure Intrusive Glimpses of Feared Futures in Anxiety</title>
		<link>https://scienmag.com/scientists-build-a-new-scale-to-measure-intrusive-glimpses-of-feared-futures-in-anxiety/</link>
		
		<dc:creator><![CDATA[Glenn Wilkins]]></dc:creator>
		<pubDate>Sat, 03 Oct 2026 23:48:28 +0000</pubDate>
				<category><![CDATA[Psychology & Psychiatry]]></category>
		<category><![CDATA[adolescence]]></category>
		<category><![CDATA[anxiety]]></category>
		<category><![CDATA[BMC Psychiatry]]></category>
		<category><![CDATA[cognitive psychology]]></category>
		<category><![CDATA[cognitive theories of anxiety disorders]]></category>
		<category><![CDATA[development of anxiety questionnaires]]></category>
		<category><![CDATA[flashforwards]]></category>
		<category><![CDATA[future-oriented mental imagery]]></category>
		<category><![CDATA[impact of intrusive thoughts on anxiety management]]></category>
		<category><![CDATA[Intrusive future imagery in anxiety]]></category>
		<category><![CDATA[involuntary mental simulations]]></category>
		<category><![CDATA[measurement of flashforwards]]></category>
		<category><![CDATA[mental imagery]]></category>
		<category><![CDATA[network analysis]]></category>
		<category><![CDATA[Oxford Flashforwards in Anxiety Scale]]></category>
		<category><![CDATA[predictive validity]]></category>
		<category><![CDATA[psychological assessment of anxiety symptoms]]></category>
		<category><![CDATA[psychometrics]]></category>
		<category><![CDATA[scale validation]]></category>
		<category><![CDATA[sensory-based mental simulations]]></category>
		<category><![CDATA[understanding of flashforwards in mental health]]></category>
		<category><![CDATA[validation of anxiety measurement tools]]></category>
		<category><![CDATA[worry]]></category>
		<category><![CDATA[young adults]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=232602</guid>

					<description><![CDATA[Oxford researchers have developed and validated a ten-item scale that measures intrusive 'flashforward' imagery of feared futures, showing it predicts anxiety two weeks later and is tightly linked to worry in the anxiety symptom network.]]></description>
										<content:encoded><![CDATA[<p>Everyone knows what it feels like to picture a disaster before it happens: the mind suddenly conjures a vivid, sensory image of the presentation going wrong, the diagnosis arriving, the accident about to unfold. These involuntary, future-oriented mental simulations, which researchers call &#8220;flashforwards,&#8221; have long been implicated in theories of anxiety, yet they have remained strangely difficult to measure. Now a team at the University of Oxford has developed and validated a new psychological instrument designed specifically to capture them. The Oxford Flashforwards in Anxiety Scale, described in a study published in BMC Psychiatry, is a brief ten-item questionnaire that its creators say isolates the salience of intrusive future imagery without conflating it with the avoidance behaviors and hyperarousal symptoms that dominate most existing anxiety measures.</p>
<p>The research, led by Lydia Munns, Chloé Xin-Tong Lu and Alex Lau-Zhu of the Department of Experimental Psychology, set out to fill a gap that has frustrated cognitive theorists for years. Cognitive accounts of anxiety disorders hold that flashforwards are not just a curiosity of the anxious mind but a core maintaining mechanism: sensory-based, affect-laden mental simulations of future threats that arrive unbidden and are experienced as plausible or even impending. Unlike deliberate planning or worry expressed in words, these images carry the vividness of perception, recruiting similar neural and bodily responses as actual events, which may be precisely what makes them so distressing and so persistent.</p>
<p>Yet the field&#8217;s standard instruments have largely ignored this phenomenon. Existing imagery questionnaires tend to focus on the vividness or frequency of mental images in general, without targeting future-oriented intrusions, while established anxiety scales measure worry, avoidance and physiological arousal, leaving flashforwards either unmeasured or entangled with other symptoms. That measurement gap, the authors argue, has limited both theoretical insight into how intrusive future imagery drives anxiety and clinical progress in designing interventions that target it directly. To build their scale, the team grounded item development in theory and in previously published measures, and crucially involved stakeholders, gathering feedback from young people and clinicians to ensure the questions reflected real experiences.</p>
<p>The validation study recruited 538 young adults aged between 16 and 24, a window chosen deliberately because adolescence and young adulthood is the developmental period in which many anxiety disorders first emerge. Participants completed the new OFAS alongside the Generalised Anxiety Disorder-7, a widely used clinical screening tool, together with other key measures of related constructs. A subset of 306 participants returned for a follow-up assessment two weeks later, allowing the researchers to examine whether flashforward imagery measured at baseline predicted later anxiety. Smaller subgroups, including 124 participants with lagged data, supported additional longitudinal and network analyses.</p>
<p>The psychometric results were strikingly clean. Exploratory and confirmatory factor analyses converged on a single-factor solution: a compact ten-item scale in which all items tap one underlying construct, the overall salience of intrusive flashforward imagery. The one-factor model showed good fit to the data, and reliability was high, meaning the items consistently measured the same thing across respondents. The researchers also tested whether the scale behaved equivalently across age groups, and demonstrated measurement invariance when comparing participants aged 19 or younger with those over 19, an important property for any instrument intended to be used across adolescence and young adulthood without artifactual score differences.</p>
<p>Validity evidence came from several directions. Concurrent validity was supported by the expected associations between OFAS scores and existing anxiety measures. Incremental validity, the ability of the new scale to explain variance beyond what other instruments capture, was demonstrated, addressing the central criticism that previous measures confound future imagery with broader anxiety symptoms. Discriminant validity was likewise supported, indicating that the scale measures flashforward imagery as a distinguishable construct rather than simply re-labeling worry or fear. Together these analyses suggest the OFAS genuinely isolates the cognitive process it was designed to measure.</p>
<p>Perhaps the most compelling findings came from the prospective and network analyses. In the lagged analysis, flashforward imagery at baseline predicted anxiety levels two weeks later, even after statistically controlling for baseline anxiety and covariates. That pattern of prediction is what psychometricians call predictive validity, and it hints at something more provocative: intrusive images of feared futures may not merely accompany anxiety but anticipate its course. In a cross-sectional world of correlational data, a simple two-week lagged design cannot prove causation, but it moves the evidence a meaningful step beyond co-occurrence, consistent with cognitive models in which vivid threat simulations fuel and perpetuate anxious states.</p>
<p>Network analysis, an increasingly popular statistical approach that treats psychological symptoms as interconnected nodes in a system rather than as parts of a latent disorder, added another layer of nuance. In the anxiety network reconstructed from the data, flashforward imagery was not itself the most central node. That distinction belonged to worry, the repetitive verbal or conceptual rumination about future threat that has long dominated anxiety research. But flashforward imagery was closely connected to worry, sitting adjacent to the network&#8217;s most central symptom. The authors interpret this as further support for the scale&#8217;s construct validity, and it sketches an intriguing architecture of anxious cognition: word-based worry may occupy the hub, while image-based flashforwards form a tightly linked satellite, feeding into and drawing from the worry process.</p>
<p>The practical implications extend in several directions. Clinically, a brief, freely usable and psychometrically validated measure of flashforward salience gives researchers and practitioners a tool to identify individuals whose anxiety is driven disproportionately by intrusive future imagery, and to evaluate whether imagery-focused interventions, such as cognitive techniques that compete with or rescript threat images, change the outcomes that matter. The scale&#8217;s deliberate anchoring to mental imagery, without conflation with avoidance or hyperarousal, means treatment studies can now test whether targeting flashforwards specifically produces benefits that generic anxiety reduction does not. Developmentally, the demonstrated invariance across age groups makes the instrument suitable for studying the period when anxiety disorders typically take hold, potentially enabling earlier identification of young people at risk.</p>
<p>For a phenomenon that millions of people experience in the seconds before their stomach drops, flashforwards have been remarkably underserved by measurement science. This new scale does not resolve whether intrusive future imagery causes anxiety, but it provides the rigorous instrument that such questions require, and its predictive and network findings suggest the hypothesis is worth taking seriously. As the authors conclude, the validated tool promotes the study of flashforwards as a distinct cognitive process in anxiety and can provide a foundation to guide anxiety treatment innovation. If future research builds on this foundation, the fleeting, unwelcome pictures of catastrophe that flash through anxious minds may finally get the scientific attention their subjective impact has always demanded.</p>
<p><strong>Subject of Research:</strong> Development and validation of a questionnaire measuring intrusive future-oriented mental imagery in anxiety</p>
<p><strong>Article Title:</strong> Intrusive “flashforward” imagery and anxiety: development and validation of the Oxford Flashforwards in Anxiety Scale (OFAS)</p>
<p><strong>Article References:</strong> Munns, L., Lu, C. X.-T., &amp; Lau-Zhu, A. (2026). Intrusive “flashforward” imagery and anxiety: development and validation of the Oxford Flashforwards in Anxiety Scale (OFAS). <em>BMC Psychiatry</em>. <a href="https://doi.org/10.1186/s12888-026-08680-z" rel="noopener noreferrer">https://doi.org/10.1186/s12888-026-08680-z</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1186/s12888-026-08680-z" rel="noopener noreferrer">10.1186/s12888-026-08680-z</a></p>
<p><strong>Keywords:</strong> anxiety, mental imagery, flashforwards, psychometrics, scale validation, worry, adolescence, young adults, cognitive psychology, BMC Psychiatry, network analysis, predictive validity</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">232602</post-id>	</item>
		<item>
		<title>Rethinking Collectivism as Relationship Duties Boosts Prediction Across 100 Cultures</title>
		<link>https://scienmag.com/rethinking-collectivism-as-relationship-duties-boosts-prediction-across-100-cultures/</link>
		
		<dc:creator><![CDATA[Glenn Wilkins]]></dc:creator>
		<pubDate>Sun, 20 Sep 2026 19:54:15 +0000</pubDate>
				<category><![CDATA[Psychology & Psychiatry]]></category>
		<category><![CDATA[collectivism]]></category>
		<category><![CDATA[collectivism measurement]]></category>
		<category><![CDATA[construct validation]]></category>
		<category><![CDATA[cross-cultural psychology]]></category>
		<category><![CDATA[cultural influence on trust and cooperation]]></category>
		<category><![CDATA[cultural measurement]]></category>
		<category><![CDATA[cultural obligations and norms]]></category>
		<category><![CDATA[cultural prediction accuracy]]></category>
		<category><![CDATA[culture and social behavior]]></category>
		<category><![CDATA[empirical study of culture differences]]></category>
		<category><![CDATA[family and community responsibilities]]></category>
		<category><![CDATA[family ties]]></category>
		<category><![CDATA[global survey]]></category>
		<category><![CDATA[impact of relationship-centered collectivism]]></category>
		<category><![CDATA[individualism]]></category>
		<category><![CDATA[kinship]]></category>
		<category><![CDATA[Nature Human Behaviour]]></category>
		<category><![CDATA[predictive validity]]></category>
		<category><![CDATA[redefining collectivist values]]></category>
		<category><![CDATA[relational duties]]></category>
		<category><![CDATA[relationship duties in collectivist cultures]]></category>
		<category><![CDATA[social norms]]></category>
		<category><![CDATA[traditional vs. relationship-based collectivism]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=201940</guid>

					<description><![CDATA[A new study of around 100 cultures shows that defining collectivism as duties within relationships, rather than generalized warmth, substantially improves the ability of cultural measures to predict behavior across societies.]]></description>
										<content:encoded><![CDATA[<p>For decades, psychologists have wrestled with a deceptively simple question: what does it actually mean for a society to be collectivist? The dominant answer, refined over generations of cross-cultural research, has framed collectivism as a general orientation of warmth, harmony, and concern for the in-group—a diffuse sense that people in collectivist cultures simply care more about others. A sweeping new study publishing in Nature Human Behaviour challenges that assumption with a precision that could reshape how scientists measure culture itself. Drawing on data from roughly 100 cultures, the research demonstrates that collectivism is far better understood, and far better predicted, when it is defined not as generalized warmth toward others but as the concrete duties and obligations people owe within specific relationships.</p>
<p>The distinction may sound semantic, but its consequences are empirical and measurable. When the research team operationalized collectivism as relationship-based duty—expectations that a person should prioritize family obligations, honor role responsibilities toward kin, community members, and colleagues, and fulfill normative commitments even at personal cost—the resulting measures predicted cultural differences across an extraordinary range of outcomes with markedly greater accuracy than the traditional warmth-based conceptualization. The improvement in predictive validity held across domains including trust behavior, cooperation in economic games, family structure, religious practice, and even broad societal indicators, suggesting that the duty-based definition captures something the older framework systematically missed.</p>
<p>The methodological logic behind the study reflects a growing movement in the social sciences toward construct validation as a first-order concern rather than an afterthought. A psychological construct, the argument goes, earns its keep only insofar as it predicts real-world variation. If two definitions of the same concept yield different levels of predictive power across the same data, the better-performing definition is the one that should be retained. The researchers applied this principle with unusual rigor, comparing the warmth-based and duty-based operationalizations head-to-head across dozens of outcome variables and a battery of statistical specifications designed to ensure that the result was not an artifact of a particular model, sample, or measurement technique.</p>
<p>What emerged was a consistent pattern. Generalized warmth—affection, positivity, and goodwill extended broadly to other people—turned out to be a surprisingly weak predictor of the behaviors and institutions that collectivism was originally invented to explain. Duties within relationships, by contrast, were robustly informative. Societies scoring high on relational duty differed systematically from those scoring low in exactly the ways classical theory anticipated for collectivist cultures: tighter family bonds, stronger norm enforcement, greater willingness to sacrifice individual interests for the group, and distinctive patterns of social organization. The warmth-based measures, in many cases, failed to reproduce these associations at all.</p>
<p>This finding carries an important corrective for a field that has sometimes relied on broad attitudinal survey items as proxies for deep cultural structure. A statement such as people in my society are generally warm and caring, the study suggests, does not travel well across cultures. Its meaning shifts depending on local norms about emotional expression, politeness, and social distance, making it a noisy and potentially biased indicator. A statement about whether one owes specific obligations to one&#8217;s parents, in-laws, or neighbors is anchored to concrete, culturally recognizable relationships. Duties are normatively loaded and socially enforced in ways that diffuse goodwill is not, and that normative load is precisely what gives the construct its traction across an enormous diversity of human societies.</p>
<p>The scope of the evidence base is central to the study&#8217;s persuasive force. Cross-cultural psychology has long been criticized for building grand theories on comparisons of a handful of nations, most often wealthy Western countries contrasted with a small set of East Asian societies. By extending the analysis to roughly 100 cultures, the researchers subjected their competing definitions to a far more demanding test. A measure that performs well in ten societies may simply have captured a regional quirk. A measure that performs well across a hundred—from large industrialized states to small-scale communities with very different kinship systems, economies, and religious traditions—is far more likely to have latched onto a genuine organizing principle of human social life.</p>
<p>The theoretical implications reach well beyond measurement hygiene. If collectivism is fundamentally about duties in relationships, then the classic individualism-collectivism dimension, one of the most cited constructs in all of psychology, may need to be reconceived as a dimension of relational obligation rather than social affect. This reframing connects the construct more directly to influential contemporary theories of kinship intensity, family ties, and the historical forces—such as the medieval Western Church&#8217;s marriage rules—that scholars argue reshaped European societies toward looser family bonds and greater individualism. It also suggests why collectivism has proven so stubbornly multidimensional in previous research: warmth and duty are correlated in many societies, but they are not the same thing, and bundling them has blurred the signal that decades of studies have tried to extract.</p>
<p>There are practical stakes as well. Measures of cultural orientation feed into research on international negotiation, migration, public health, organizational behavior, and economic development. Instruments built on the warmth-based definition may systematically miscalibrate when applied across societies, leading researchers and policymakers astray about which communities will respond to which interventions. A duty-based framework, by showing stronger and more consistent associations with behavior across a global sample, offers those fields a more reliable instrument—and a reminder that the words used in survey questions are not neutral containers but active ingredients in what science is able to detect.</p>
<p>The study is also likely to intensify ongoing debates about measurement validity in psychology, a discipline that has confronted a replication and validity crisis with growing methodological self-awareness. Rather than simply re-running existing studies with larger samples, this work interrogates the conceptual foundations of one of the field&#8217;s most widely used constructs and shows that the choice of definition is itself an empirical question with an empirical answer. That approach—treating conceptual definitions as hypotheses to be tested against predictive performance—offers a template that could be applied to other aging constructs in social science, many of which were formalized before modern computational tools made large-scale, multi-society comparison feasible.</p>
<p>None of this means that warmth and goodwill are irrelevant to understanding culture, or that the generations of research built on the classical framework were wasted. Warmth-based and duty-based orientations are related phenomena, and in many contexts both matter. What the new evidence shows is that when scientists want a single construct to carry the explanatory weight that collectivism has been asked to bear—explaining cooperation, family structure, trust, and social organization across the astonishing diversity of a hundred human cultures—the construct that delivers is not generalized warmth but the specific, binding, culturally embedded duties that people owe to the particular others with whom their lives are intertwined. In redefining collectivism that way, the study does more than sharpen a scale; it redirects attention to relationships themselves as the fundamental unit through which culture organizes human behavior.</p>
<p><strong>Subject of Research:</strong> Redefining collectivism as relationship-based duties rather than generalized warmth to improve cross-cultural predictive validity</p>
<p><strong>Article Title:</strong> Defining collectivism as duties in relationships rather than generalized warmth improves predictive validity in 100 cultures</p>
<p><strong>Article References:</strong> Talhelm, T., Wei, L., Sun, R., Medvedev, D., San Martin, Á., Helmy, M., Samekin, A., Zaragoza Scherman, A., English, A. S., The Responsibilism Collaboration Team, Ursu, A., Power, S. A., Chen, C.-W., Zhang, Q., Al-Hoorie, A. H., Osei-Tutu, A., Vuillier, L., Khan, K., Atwood, A., &#8230; von Oertzen, T. (2026). Defining collectivism as duties in relationships rather than generalized warmth improves predictive validity in 100 cultures. <em>Nature Human Behaviour</em>. <a href="https://doi.org/10.1038/s41562-026-02525-1" rel="noopener noreferrer">https://doi.org/10.1038/s41562-026-02525-1</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1038/s41562-026-02525-1" rel="noopener noreferrer">10.1038/s41562-026-02525-1</a></p>
<p><strong>Keywords:</strong> collectivism, cross-cultural psychology, cultural measurement, relational duties, individualism, predictive validity, social norms, kinship, Nature Human Behaviour, construct validation, family ties, global survey</p>
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