Cross-cultural empirical evidence on the validity of measures of depression and anxiety symptoms in adolescents is scarce and inconclusive. The present study investigated the cross-national measurement invariance and convergent validity evidence of the Depression and Anxiety scales of the Depression Anxiety and Stress Scales (DASS-21). We sampled 16,802 adolescents (58.1% female) aged 14-19 years across 30 countries from five continents. Both exact and approximate measurement invariance were tested. The results provided evidence for the exploratory structural equation model (ESEM) as the best representation of the data in most countries. Full scalar invariance was not supported when tested across all countries, but only among two Southern Asian countries (Bangladesh, India), two Northern European countries (Estonia, Lithuania), the six former republics of Yugoslavia, and European and American countries grouped by UN subregions. Results of the alignment method supported the approximate invariance of the ESEM model across 29 countries. Associations between Depression and Anxiety ESEM factors and life satisfaction, positive affect, and negative affect conformed to the theoretical expectations in most countries. Our findings indicate that the Depression and Anxiety scales of the DASS-21 have potential for use in cross-national research on adolescent internalizing symptoms, but we highlight issues of using it outside of Western (European, North American) settings.
Everyday creativity has been linked to enhanced affective experience, yet little is known about how this association varies across different daily activities. In this study, we used experience sampling methodology (ESM) to examine momentary links between self-perceived creativity and affect (valence and activation) within individuals in a sample of university students ( N = 143, 4,183 prompts). Participants reported their momentary activity and rated how creative, pleasant (valence), and energized (activation) they felt. Multilevel models revealed that momentary creativity positively predicted significant variance in affect dimensions and that type of activity also matters. Crucially, interaction effects revealed that the relationship between creativity and affect varied across activities. For valence, creativity buffered the negative effects of activities typically associated with lower momentary affect, including attending lectures, studying, idling, and errands. Similarly, for activation, the positive effect of creativity was strongest in less stimulating contexts, such as academic settings and idling, but also in routine situations involving personal hygiene and meals. These findings underscore the relevance of studying within-person fluctuations in creativity and affect in naturalistic settings and suggest that creative engagement may be particularly meaningful in everyday situations that are otherwise affectively neutral or unpleasant.
Despite the critical role of culture in understanding adolescent self and identity, there is a lack of cross‐culturally validated measures of adolescent self‐construal. The present study evaluated cross‐national measurement invariance of the Aspects of Identity Questionnaire‐IV (AIQ‐IV), assessing four dimensions of self‐construal: personal, relational, public, and collective. The sample included 16,795 adolescents aged 14–19 years from 30 countries across four continents. The four‐factor structure of the AIQ‐IV obtained using exploratory structural equation modeling (ESEM) was supported in the vast majority of countries. Exact invariance testing using multi‐group ESEM supported configural invariance, indicating that the overall structure of the AIQ‐IV was similar across countries. Full scalar invariance was supported only on a subset of countries (i.e., when tests were conducted using European countries grouped by UN geographical regions). An alignment approach provided evidence for the approximate invariance of the ESEM model, with 15.6% of parameters showing noninvariance and allowing for comparison of latent means. The largest number of noninvariant parameters was evident in Asian countries, with items assessing collective‐interdependent aspects of identity showing the most variation across countries. A comparison of mean levels of identity orientations across countries revealed that culture‐level dimensions of collectivism–individualism do not translate simply into individual‐level dimensions of self‐construal.
The present study investigated the cross-national measurement invariance of a 10-item Youth Externalizing Problems Screener (YEPS) on a sample of 17,489 adolescents from 32 countries. The original one-factor and two-factor models of YEPS were found to provide a poor fit to the data in most countries. Following the removal of two semantically overlapping items and the inclusion of correlated error terms, adequate model fit was obtained in 31 of 32 countries. Measurement invariance testing of an abbreviated 8-item YEPS (YEPS-SF) supported configural invariance. Partial scalar invariance was achieved only after freely estimating numerous parameters. The alignment analysis revealed that 22% of parameters were non-invariant across countries. South Africa, Hungary, and India showed the largest number of non-invariant parameters, whereas the lowest number was detected in several European countries. These findings highlight the potential of the YEPS-SF for use within individual countries and the challenge of developing cross-culturally comparable measures, suggesting that cultural adaptations may be necessary.
In this study, we employed continuous-time dynamic modeling to investigate the evolving interplay between students' state conscientiousness and their perceptions of situation characteristics related to duties and intellectual demands. A week-long experience sampling study (ESM) was conducted using a mobile application, yielding 4,694 reports from 185 undergraduate students (87.6% female, mean age 20.2 years) responding to prompts five times daily. Results indicated that higher perceived levels of duty and intellectual demands were concurrently associated with higher state conscientiousness. Increases in state conscientiousness predicted subsequent reductions from the initial increase in perceived duties, possibly reflecting a sense of self-efficacy after acting conscientiously that lowered the perceived burden of subsequent duties. On the other hand, increases in perceived levels of duty and intellectual demands predicted subsequent reductions from the initially elevated state conscientiousness. Increased duty and intellectual demands may temporarily strain self-regulatory resources needed to meet momentary demands, making it difficult to engage in highly conscientious behavior on a sustained basis. The negative cross-effects underscore the importance of appropriate resource management for students, particularly in situations where they are expected to pursue multiple goals and tasks or engage in intellectually demanding activities.
Despite a growing interest in adolescent subjective well-being, cross-cultural research on positive and negative affect in adolescents has been surprisingly scarce. Moreover, a cross-cultural evaluation of affective well-being measures in adolescents has lagged behind research in adults. The present study evaluated the cross-national and gender invariance of the Scale of Positive and Negative Experience (SPANE), using adolescent samples from 32 countries (N = 17,489; age range = 14–19) spanning five continents. The original two-factor structure of the SPANE was supported in 29 of the 32 countries. We could establish partial metric invariance of the SPANE across countries and full or partial scalar invariance across gender in 18 and 11 countries, respectively. The alignment method showed evidence for approximate invariance across countries, allowing for cross-national means comparisons of positive and negative affect. In most countries, girls reported higher levels of negative affect, and no substantial gender differences in positive affect were observed. Cross-national differences in mean levels of positive and negative affect yielded complex findings. Our results suggest that the SPANE is a solid candidate for measuring emotional experiences among adolescents in large-scale cross-national studies.
This study examined the dynamic interplay between extraversion and subjectively perceived sociality of situations using continuous-time dynamic modeling. In a week-long experience sampling study, we collected 4,694 reports of state extraversion and perceived sociality from a sample of university students. Results showed that changes in state extraversion lasted longer and took longer to return to baseline than changes in perceived sociality. Increases in state extraversion predicted subsequent increases in perceived sociality, whereas increases in perceived sociality predicted subsequent decreases in state extraversion. Cross-lagged effects reached their maximum at 1.5 h lag. The negative cross-lagged effect of sociality on state extraversion suggests a compensatory mechanism of temporal reduction of extraverted behavior in an effort to balance the level of social engagement.
Background: Physical inactivity is one of the most influential and pervasive risk factors for health problems. Therefore, public health experts call for interventions to promote physical activity across the lifespan. This study aimed to examine the role of mental health in physical inactivity and the subsequent role of physical activity in various aspects of physical health. Methods: Data were collected in the third wave of the European Health Interview Survey (EHIS) in Slovenia. A nationally representative sample of 9,900 people (49.6% male) aged 15 years or more (M = 49.2; SD = 18.9 years) provided self-reports on depression (PHQ-8), subjective well-being (MHC-SF), physical (in)activity, bodily pain, long-standing activity limitations, their general health status, and possible chronic diseases. Results: The results of a path analysis showed that depression had a positive effect and well-being had a negative effect on physical inactivity, which in turn contributed to the likelihood of severe bodily pain, activity limitations, poor self-rated health, and multimorbidity. Depression and well-being contributed to health-related outcomes directly and indirectly through physical inactivity. Limitations: Because of the cross-sectional design, this study is limited in its ability to draw causal conclusions. All health data were self-reported. Conclusions: Results suggest that high levels of depression and low levels of subjective well-being may be an early warning sign of physical health problems. Interventions aimed at preventing or reducing mental health problems and promoting positive mental health may benefit not only mental health per se, but also prevent physical inactivity and, consequently, physical health problems.
BackgroundBecause the fulfillment of basic/fundamental psychological needs affects people’s motivation and well-being, measuring the degree to which these needs are met is of interest to researchers across various domains. Although numerous self-assessment tools have been developed, no recent comprehensive reviews exist, hindering cumulative scientific progress. The present systematic review aimed to identify and analyze the main approaches to developing self-report scales for assessing basic/fundamental psychological need fulfillment. The objective is to inform readers interested in selecting instruments for their studies and those intending to develop new scales.MethodsFollowing PRISMA, we conducted a search of Scopus, Web of Science, PubMed, and ProQuest in August 2023. The following information was extracted from eligible studies: Scale name, abbreviation, theoretical basis, application domain, final scale construction, scale development and validation methodology, and citation count.ResultsOur search identified 32 primary studies, in which 31 original scales were developed and validated, and 89 secondary studies that aimed to modify these original scales. The predominant theoretical basis was Self-Determination Theory, although eight scales were based on alternative need typologies. The scales were either domain-general or specific to contexts such as work, education, or exercise/sports contexts. While most were designed to measure need satisfaction, some also addressed need support, frustration, and thwarting.ConclusionDespite significant efforts in developing, adapting, and applying scales to measure need fulfillment, we found several issues resulting from diverse perspectives on conceptualizing psychological needs and need typologies, discordant approaches in developing and validating measures, and other inconsistencies that should be acknowledged and addressed in future research.
The COVID-19 pandemic has led to the introduction of unprecedented safety measures, one of them being physical distancing recommendations. Here, we assessed whether the pandemic has led to long-term effects on two important physical distancing aspects, namely interpersonal distance preferences and interpersonal touch behaviors. We analyzed nearly 14,000 individual cases from two large, cross-cultural surveys – the first conducted 2 years prior to the pandemic and the second during a relatively stable period of a decreased infection rate in May-June 2021. Preferred interpersonal distances increased by 54% globally during the COVID-19 pandemic. This increase was observable across all types of relationships, all countries, and was more pronounced in individuals with higher self-reported vulnerability to diseases. Unexpectedly, participants reported a higher incidence of interpersonal touch behaviors during than before the pandemic. We discuss our results in the context of prosocial and self-protection motivations that potentially promote different social behaviors.
Using a person-centered approach, this study sought to identify motivation types of volunteers based on their pattern of motives for volunteering and to compare volunteer types in terms of personality and subjective well-being. A two-step cluster analysis conducted on a sample of 441 volunteers revealed four clusters: integrated high function (high on all motives); integrated low function (low on all motives); self-oriented (primarily motivated to advance own career); other-oriented (primarily motivated to pursue values to help others). The other-oriented and the integrated high function clusters reported the highest levels of extraversion, agreeableness, and openness. While satisfaction with volunteering, subjective well-being, and satisfaction of the needs for relatedness and competence were highest in the integrated high function cluster, the other-oriented cluster exhibited the highest satisfaction of the need for autonomy. Our results complement the dimensional approaches to volunteer motivation and show that optimal motivation is achieved by pursuing multiple motives.
The purpose of this study was to examine measurement invariance of the Subjective Happiness Scale across countries, gender, and age groups and across time by multigroup confirmatory factor analysis. Altogether, 4,977 participants from nine European, American, and Australian countries were included in the study. Our results revealed that both configural and metric invariance held across countries, but scalar invariance was only partially confirmed with one item yielding varying intercepts in different countries. Measurement invariance was also confirmed across gender and age groups. Longitudinal measurement invariance was examined on a subsample of 478 English-speaking participants and was fully confirmed across five consecutive assessment points. Factor means were compared between groups and across time, and good convergent validity of the Subjective Happiness Scale was found in relation to a measure of temporal satisfaction with life. Overall, our results demonstrate that self-reported happiness was measured similarly in nine different countries, gender and age groups and over time, and provide a solid foundation for meaningful cross-group and cross-time comparisons in subjective happiness.
People's psychological response to the COVID-19 pandemic is significantly affected by their psychological inflexibility. One possible mechanism explaining the association between psychological inflexibility and psychological functioning concerns coping styles. While avoidance and approach coping styles were previously found to mediate this association, the mediating role of meaning-centered coping has not yet been explored. However, meaning-centered coping it is likely to be crucial in circumstances as uncertain as those at the onset of the COVID -19 pandemic. This study explored the mediating role of the three coping styles in the relationship of psychological inflexibility with ill-being and well-being. Slovenian adults (N = 1365) aged 18-81 years provided self-reports on the Acceptance and Action Questionnaire, the Depression Anxiety Stress Scale, the PERMA Profiler, the Brief COPE Inventory, and the Meaning-Centered Coping Scale. In the context of the highly stressful beginning of the pandemic, psychological inflexibility contributed to higher ill-being and lower well-being directly and through increased use of avoidance coping, decreased use of meaning-centered coping, and, to a lesser extent, decreased use of approach coping. Avoidance coping predicted higher levels of ill-being, suggesting a maladaptive effect of this coping strategy. Approach coping positively but weakly predicted well-being, indicating a diminished value of this coping style in low-controllable circumstances of the pandemic. Finally, meaning-centered coping appeared to be the most beneficial in such circumstances, as it was associated with both lower levels of ill-being and higher levels of well-being. This finding suggests that meaning-centered coping should be studied as a stand-alone strategy, rather than as a combination of specific approach coping strategies. Consistent with previous research, this study demonstrates the importance of psychological inflexibility in effectively adapting to and actively coping with aversive situations. Furthermore, the results suggest that seeking or making meaning is vital, at least in a context characterized by low levels of control and high levels of uncertainty.
Individualism and collectivism are some of the most widely applied concepts in cultural and cross-cultural research. They are commonly applied by scholars who use arithmetic means or sum indexes of items on a scale to examine the potential similarities and differences in samples from various countries. For many reasons, cross-cultural research implicates numerous methodological and statistical pitfalls. The aim of this article is to summarize some of those pitfalls, particularly the problem of measurement non-invariance, which stems from the different understandings of questionnaire items or even different character of constructs between countries. This potential bias is reduced by latent mean comparisons performed with Multigroup Confirmatory Factor Analysis and the Measurement Invariance procedure within a Structural Equation Modeling framework. These procedures have been neglected by many researchers in the field of cross-cultural psychology, however. In this article, we compare ‘traditional’ (comparison of arithmetic means) and ‘invariant’ (latent mean comparison) approaches and provide necessary R source codes for replications of measurement invariance and latent mean comparisons within other scales. Both approaches are demonstrated with real data gathered on an Independent and Interdependent Self-Scale from 1386 participants across six countries (Slovenia, Croatia, Bosnia and Herzegovina, Serbia, Macedonia and Albania). Our results revealed considerable differences between the ‘invariant’ and ‘traditional’ approaches, especially in post-hoc analyses. Since ‘invariant’ results can be considered less biased, this finding suggests that the currently prevalent method of comparing the arithmetic means of cross-cultural scales of individualism and collectivism can potentially cause biased results.
While many adversities affect limited groups of people, the COVID-19 pandemic brought a range of stressors to entire populations. Using a person-centered approach, this study analyzed the most frequent combinations of coping strategies used by general population during the first wave of the pandemic in a sample of 1347 Slovenian adults. Latent profile analysis identified three coping profiles similar to those found in previous studies in specific samples and stressful circumstances: the engaged profile (active coping, planning, acceptance, positive reframing), the disengaged profile (low problem-focused coping, social support, acceptance, positive reframing), and the avoidant profile (substance use, self-blame, humor). Individuals with the engaged profile reported the highest levels of well-being and the lowest levels of ill-being. While individuals with the avoidant profile had the highest levels of anxiety and stress, those with the disengaged profile had the lowest levels of well-being, especially engagement and positive relationships. The results imply the need to distinguish between the two less adaptive coping profiles, as one is characterized by the active use of dysfunctional strategies, and the other by the low use of all strategies, suggesting that psychological interventions should be tailored to these specificities.
Background/ObjectiveThis study examined the role of different psychological coping mechanisms in mental and physical health during the initial phases of the COVID-19 crisis with an emphasis on meaning-centered coping.MethodA total of 11,227 people from 30 countries across all continents participated in the study and completed measures of psychological distress (depression, stress, and anxiety), loneliness, well-being, and physical health, together with measures of problem-focused and emotion-focused coping, and a measure called the Meaning-centered Coping Scale (MCCS) that was developed in the present study. Validation analyses of the MCCS were performed in all countries, and data were assessed by multilevel modeling (MLM).ResultsThe MCCS showed a robust one-factor structure in 30 countries with good test-retest, concurrent and divergent validity results. MLM analyses showed mixed results regarding emotion and problem-focused coping strategies. However, the MCCS was the strongest positive predictor of physical and mental health among all coping strategies, independently of demographic characteristics and country-level variables.ConclusionsThe findings suggest that the MCCS is a valid measure to assess meaning-centered coping. The results also call for policies promoting effective coping to mitigate collective suffering during the pandemic.
This study examined the effect of COVID‐19 lockdown and infection concerns on positive and negative aspects of psychological functioning during the first weeks of the new coronavirus pandemic, and the mediating role of basic psychological needs satisfaction and frustration. Slovene adults (N = 425; 79% female) filled in questionnaires measuring COVID‐19‐related stressors, satisfaction and frustration of basic psychological needs, well‐being, and ill‐being. Results of the path analysis with Bootstrap estimation procedure revealed that the perceived severity of the COVID‐19 lockdown circumstances predicted diminished psychological functioning of participants both directly and via decreased needs satisfaction and increased needs frustration. Conversely, the infection concerns had a much weaker and direct only effect on the increased ill‐being, but no effect on well‐being. These findings indicate that lockdown circumstances, but not the possibility of COVID‐19 infection, predominantly shape individuals’ ability to satisfy their basic needs and subsequently their psychological functioning during the pandemic. The study suggests that public health responses should address not only risk of infection but also people’s psychological needs.