First-order Factors Research Articles

Translation and Validation of the Filipino Sustainability Consciousness Questionnaire (F-SCQ)

Sustainable Development (SD) has undeniably become an important concept worldwide. But sustainability issues are viewed in different contexts and situations. It is believed that cultural context is an important factor that influences human behaviors and values related to society, the economy, and the environment. Language is an essential part of culture. Thus, measurement indicators that are culturally adapted are as important to visualize the efforts toward SD. The present study aims to create a Filipino version of the Sustainability Consciousness Questionnaire (SCQ) reflecting the three psychological constructs of knowingness, attitudes, and behavioral items which are related to SD dimensions of social, economic, and environmental. Also, validation of the Filipino SCQ (F-SCQ) by experts and pilot tests as to the conceptual level of the target users and construct validity were done. This study used a cross-sectional, explanatory nonexperimental design with participants composed of 678 male and female aged 18-19 years old. The translation processes go through preparation, translation proper (forward translation), and evaluation (i.e. back translation, bilingual technique, and pretest/cognitive debriefing with 10 target samples) to ensure that the translated instrument is both culturally acceptable and contextually scale relevant to target population. In terms of its factor structure, the results of the second-order factor analysis are as follows: for Sustainability Knowingness, all of the first-order factors (i.e., Environmental, Social, and Economic) were loaded onto a single second-order factor. For Sustainability Attitudes, only the Social and Economic factors were retained; while, for Sustainability Behaviour, only the Environmental and Economic factors were confirmed. Hence, this Filipino version of the SCQ is found to be psychometrically sound and suitable for Filipino adolescents in measuring their sustainability consciousness. Further evaluation is recommended in comparison to the original English SCQ, other age groups; and translation to other Philippine dialects may also be considered in future studies.

Psychometric Properties of the German Version of the Benzodiazepine Dependence Self-Report Questionnaire

AbstractTo facilitate measurement and screening of benzodiazepine/Z-drug dependence, the Dutch “Benzodiazepine Dependence Self-Report Questionnaire” was translated into German (Bendep-SRQ-GV) and psychometrically evaluated. A cross-sectional online study with 343 benzodiazepine/Z-drug users was conducted. Structural validity and reliability were assessed using confirmatory factor analysis, while convergent validity was evaluated through correlation and receiver operating characteristic analyses with the “Severity of Dependence Scale” (SDS). Furthermore, the use of simple sum subscale and total scale scores was reviewed. A model with four first-order factors and one second-order factor fitted the data best. The questionnaire showed good to excellent reliability. The scores correlated satisfactorily with the model-based factor scores and the SDS, indicating good convergent validity and supporting the use of simple sum scores. The study provided strong evidence for the validity and reliability of the Bendep-SRQ-GV as a measure of benzodiazepine/Z-drug dependence, which represents a significant step towards developing a multidimensional screening tool.

Adaptation and Validation of the Nursing Attitude Questionnaire in a Spanish Population.

Nursing, as an essential component of contemporary healthcare systems, has undergone significant changes in recent decades, resulting in an increase in research across various fields, such as mental health, well-being, and the development of the discipline itself. Currently, gender stereotypes persist, impacting the social image of the profession and influencing the professional identity of nurses and consequently, their work performance and the quality of care provided. Both public and internal perceptions of the profession are critical factors in these dynamics. to adapt and validate the Nursing Attitude Questionnaire in a Spanish sample, as it has only been validated in two languages to date. This study presents descriptive and validity analyses of several measures utilized, such as Nursing Image (NIS), Medical Empathy (JSE-HP), Professional Values (NPVS) and Communication Skills (HP-CSS). Confirmatory factor model analyses indicated that a 21-item hierarchical model provided a superior fit (χ2(df = 1.65, NFI = 0.954, SRMR = 0.065), suggesting the presence of a general factor accounting for five first-order factors. Internal consistency was deemed adequate for the total measures (α = 0.789), though variable for the subscales. Correlations among measures provided evidence of convergent and discriminant validity, highlighting consistent correlation patterns between Attitude toward Nursing and other variables. In addition, significant differences were observed in the Professionalism subscale according to sex, albeit with a medium-low effect size. Scales are presented to facilitate future interpretation of the results in similar samples. The scale validated in this study exhibited overall good psychometric performance, although certain limitations were identified within the subscales. The established scales represent a novel contribution, providing a valuable tool for the comparison of similar samples.

Psychometric Evaluation of the Emotion Beliefs Questionnaire – Norwegian Version (EBQ-N)

Abstract: The Emotion Beliefs Questionnaire (EBQ) assesses beliefs about the controllability and usefulness of positive and negative emotions. The aim of the present study was to establish the construct validity and reliability of the EBQ within the cultural and linguistic context of Norway. The Norwegian version of the EBQ (EBQ-N) was administered to a sample of university students ( N = 380, 64.2% females, 93.7% aged 25 or younger). Confirmatory factor analyses indicated that the EBQ-N is best represented by three first-order factors and a higher-order general factor, consistent with the findings of the initial validation study. The items displayed both adequate convergence in assessing their intended constructs and effective discrimination among the three first-order factors. The scale components demonstrated acceptable to good internal consistency. In the context of its intrinsic properties, the EBQ-N appears to be a valid and reliable instrument for assessing emotion beliefs in Norwegian research and clinical settings.

Validity and Reliability of a Simplified Chinese Version of Cancer Survivors' Unmet Needs Scale (CaSUN).

To translate Cancer Survivors' Unmet Needs scale (CaSUN) into Simplified Chinese, and to assess the validity and reliability of this translated version among Chinese cancer survivors. Following the cross-cultural adaptation guidelines, the original CaSUN scale was translated from English into Simplified Chinese. To enhance the readability and comprehension of each item, a pilot study involving 40 cancer patients was carried out. Subsequently, 324 cancer survivors participating in follow-up appointments at a cancer hospital in Beijing, China completed the Simplified Chinese version of the CaSUN. The scale's validity was assessed through factor analysis. Indices including Satorra-Bentler scaled chi-square to degree of freedom ratio (χ2/df), comparative fit index (CFI), root mean square error of approximation (RMSEA), and standardized root mean squared residual (SRMR) were employed for construct validity. Average variance extracted (AVE) of each category reflected the convergent validity. Reliability was confirmed with both Cronbach's α and Guttman split-half coefficient. Factor analysis suggested that a three-level hierarchical structure of the CaSUN with four first-order factors, nine second-order factors and all the 35 items assessing unmet need could fit our data well (χ2/df=2.833, CFI=0.902, RMSEA=0.076, SRMR=0.066), indicating sufficient construct validity for this model. For convergent validity, AVE of each second-order category were greater than 0.5. Regarding reliability, Cronbach's α of the 35 items was 0.968, and the Guttman split-half coefficient was 0.984. Both of these coefficients were higher than 0.8. The present Simplified Chinese version of CaSUN had good cultural adaptability, appropriate validity and reliability for assessing unmet needs in different cancer survivor groups in Chinese mainland. This Simplified Chinese version of CaSUN can assist health professionals in addressing individual survivor needs and bridge the gap between patients' experiences and their expectations, thereby improving the quality of cancer survivorship care.

Propagation of spatiotemporal Airy-Laguerre complex-variable-function Gaussian wave packets in a chiral medium

We analyze the propagation of spatiotemporal Airy-Laguerre complex-variable-function Gaussian (ALCG) wave packets using phase modulation. These wave packets can split into left circularly polarized ALCG (LCP-ALCG) and right circularly polarized ALCG (RCP-ALCG) components due to circular birefringence in a chiral medium. Our discussion primarily focuses on the effects of polynomial order, angle parameters, distribution factor, cross-phase factor, first-order chirp factor, and chiral parameter on the ALCG wave packets. The distinct LCP-ALCG and RCP-ALCG wave packet characteristics are obtained, and the radiation forces on Rayleigh dielectric particles are investigated. Our results emphasize the influence of various parameters in the propagation properties of ALCG wave packets, unveiling their potential for advancements in optical communication and optical trapping domains.

Coping patterns associations with cognitive function in older adults.

Cognitive function may contribute to variability in older adults' ability to cope with chronic stress; however, limited research has evaluated this relationship. This study investigated the relationship between theoretically derived coping domains and cognitive function in 165 middle-to-older adults during the Omicron stage of COVID-19. Participants completed a clinical interview and self-report measures of health. The National Alzheimer's Coordinating Center Uniform Data Set neuropsychological battery was used to evaluate memory, language, executive function/speed, and working memory. Structural equation modeling evaluated the underlying factor structure of the Brief COPE adapted for COVID-19. The data supported the proposed second-order Approach factor comprised of Problem-Solving and Emotion Regulation (ER) strategies and a first-order Avoidance factor. Higher Avoidance was associated with greater depression symptoms, lower income and worse memory, executive function, working memory, and verbal fluency performance. Higher Problem-Solving was associated with better verbal fluency performance. ER strategies were not significantly associated with cognitive function. The use of Problem-Solving was not associated with less Avoidance. Greater use of Problem-Solving, ER, and Avoidance were all associated with higher levels of stress. Post-hoc analyses found that higher Acceptance was the only coping strategy associated with less stress. These findings demonstrate that older adults with worse cognitive function were more likely to use Avoidance during the pandemic, which could result in prolonged stress and adverse health consequences. Future research is warranted to investigate whether acceptance-based interventions reduce the avoidance and impact of stress on health in vulnerable older adults.

Psychometric properties of the Depression Anxiety Stress Scales (DASS-21) in women with breast cancer

Breast cancer impacts the psychological well-being of women, leaving them at risk of developing depression, anxiety, and other stress-related disorders. The Depression Anxiety Stress Scales (DASS-21) is a widely used measure, although empirical evidence regarding its psychometric properties in the breast cancer population is limited. The purpose of this study was to conduct an exhaustive analysis of the psychometric properties of the DASS-21 in a sample of Spanish women diagnosed with breast cancer. Participants were 289 breast cancer patients who completed the DASS-21 and other questionnaires measuring life satisfaction, positive and negative affect, flourishing, perceived stress, and breast cancer-specific stressors. In terms of validity evidence based on the internal structure of the DASS-21, adequate fit indices were obtained for the model based on three first-order factors (depression, anxiety, stress) and one second-order factor (general psychological distress). Reliability coefficients (McDonald’s omega) ranged from .84 to .95. Validity evidence based on relationships with other variables was also provided by moderate and strong correlations with well-being indicators and stress measures. The results support the use of the DASS-21 for measuring general psychological distress in the breast cancer context, where it may provide useful information for the design of psychological interventions with patients.

Flexible Regulation of Positive and Negative Emotion Expression: Reexamining the Factor Structure of the Flexible Regulation of Emotional Expression Scale (FREE) Based on Emotion Valence.

The Flexible Regulation of Emotional Expression (FREE) Scale assesses individuals' ability to enhance and suppress their emotional expressions across different situations. This study investigates the optimal factor structure of the FREE and emphasizes the importance of distinguishing between the regulation abilities for positive and negative expressions. A sample of 607 undergraduates (Mage = 19.02, SD = 1.02, 72.2% female) from Mainland China completed the questionnaire survey. Confirmatory factor analyses tested eight competing models of the FREE structure. Results indicated that the second-order model, featuring two higher-order factors (expressive enhancement and suppression abilities), fit the data well. An alternative second-order model, with two different higher-order factors (positive and negative emotion expressive abilities) and the same four first-order factors, demonstrated an even better fit. Various types of expressive ability scores showed predictive validity regarding emotion regulation self-efficacy, mental health outcomes, and relationship stress. Regulation of emotional expression can be represented by either regulation type or emotion valence, with the latter providing more informative insights. Flexible regulation of positive and negative emotion expression predicted fewer symptoms of depression, anxiety, stress, and relationship stress beyond emotion regulation self-efficacy. These findings highlight the importance of considering emotional valence in understanding flexibility in expression regulation.

UAdam: Unified Adam-Type Algorithmic Framework for Nonconvex Optimization.

Adam-type algorithms have become a preferred choice for optimization in the deep learning setting; however, despite their success, their convergence is still not well understood. To this end, we introduce a unified framework for Adam-type algorithms, termed UAdam. It is equipped with a general form of the second-order moment, which makes it possible to include Adam and its existing and future variants as special cases, such as NAdam, AMSGrad, AdaBound, AdaFom, and Adan. The approach is supported by a rigorous convergence analysis of UAdam in the general nonconvex stochastic setting, showing that UAdam converges to the neighborhood of stationary points with a rate of O(1/T). Furthermore, the size of the neighborhood decreases as the parameter β1 increases. Importantly, our analysis only requires the first-order momentum factor to be close enough to 1, without any restrictions on the second-order momentum factor. Theoretical results also reveal the convergence conditions of vanilla Adam, together with the selection of appropriate hyperparameters. This provides a theoretical guarantee for the analysis, applications, and further developments of the whole general class of Adam-type algorithms. Finally, several numerical experiments are provided to support our theoretical findings.

The Polish Version of the Spirituality Index of Well-Being Scale (SIWB): Development and Adaptation of a Measure

The purpose of this study was to adapt the Polish version of the Spirituality Index of Well-Being Scale (SIWB). Our survey included 392 Polish Catholics, mostly women (N = 267). The factor analyses confirmed the two-factor nature of the SIWB. A model including a second-order factor with two first-order factors similar to the original version proposed by Frey and colleagues (2005) obtained satisfactory values of goodness-of-fit indices. The Polish version of the scale showed high internal consistency. Our study also confirmed the validity of the scale. SIWB scores were positively and strongly related to existential well-being, moderately positively related to resilience and spiritual well-being, and positively and weakly related to religious well-being. The SIWB is a tool for measuring spiritual quality of life with good psychometric properties. The tool can be used to diagnose an index of psychological well-being in the general population.

Adolescents’ School-Based Universal Well-Being Screening: A Validation of the Student Subjective Wellbeing Questionnaire in Portugal

AbstractSchool-based universal well-being screening is proposed within the Multi-tiered Systems of Support approach to collect data on school and individual well-being. Universal screening allows for data-based informed decision, allocating each pupil or set of pupils in universal, selective and/or indicated structured interventions and supports. However, schools require adequate and validated measures of both positive well-being and indicators of psychological health problems. This study focused on the adaptation and validation of the Student Subjective Wellbeing Questionnaire (SSWQ) in Portugal, a tool directed to positive well-being screening. After a translation process, data was collected in 10 schools. A sample of 942 school pupils in the 3rd cycle was randomly split into two subsamples. First was conducted on one subsample, and then, CFA was conducted in the other. Gender and school year invariance were also conducted with the CFA subsample. Internal consistency was likewise analysed. The analysis finished with convergent and discriminant validity. Overall, results supported a second-order factor model (subjective well-being), including four first-order factors, with the elimination of one item and changing one item to another subscale. Results showed good reliability of each factor (all above 0.70). Full measurement invariance was reached for gender (male and female) and school year (7th, 8th and 9th grades). Convergent validity was found with measures of satisfaction with school, group identification with peers and school social support, and divergent validity was found with BPM-Y. Altogether, results support that SSWQ-PG can be used to screen for subjective well-being in schools, helping schools in identifying and addressing pupils’ mental health needs more effectively.

One-way optomechanical interaction between nanoparticles.

Within a closed system, physical interactions are reciprocal. However, the effective interaction between two entities of an open system may not obey reciprocity. Here, we describe a non-reciprocal interaction between nanoparticles which is one-way, almost insensitive to the interparticle distance, and scalable to many particles. The interaction we propose is based on the non-conservative optical forces between two nanoparticles with highly directional scattering patterns. However, we elucidate that scattering patterns can in general be very misleading about the interparticle forces. We introduce zeroth- and first-order non-reciprocity factors to precisely quantify the merits of any optomechanical interaction between nanoparticles. Our proposed one-way interaction could constitute an important step in the realization of mesoscopic heat pumps and refrigerators, the study of non-equilibrium systems, and the simulation of non-Hermitian quantum models.

Relationship Marketing Practices and Export Performance of SMEs in an Emerging Economy: A Mediation Analysis

This inquiry investigated the association between relationship marketing practices-(RMP) and firm performance-(FP) proxy by export performance-(EP) of SMEs in Ghana, utilizing innovation-(INN) and opportunity exploration-(OPE) as mediators. The inquiry espoused a cross-sectional research design, employing SmartPLS-3.3.3 to perform descriptive statistics, principal component analyses-(PCA), exploratory factor analyses-(EFA), reliability/validity analyses, partial least square-structural equation modeling-(PLS-SEM) path analyses via first-order confirmatory factor analysis-(CFA) for testing the hypotheses. Primary data was gathered employing closed-end-(standardized) questionnaires, implementing self-administered, researcher guided face-to-face real-time (immediate) data collection methodology. Secondary data-(financial information) was extracted from annual reports of the SMEs. Complete enumeration was utilized to select all 360 registered SMEs in good standing with the Ghana Enterprise Agency-(GEA) and Association of Ghana Industries-(AGI) forming the sampling frame and sample size. Findings revealed that all seven RMP explanatory variables namely, communication-(COM), adaptation-(ADP), corporation-(COP), trust-(TST), social connections-(SOC), reciprocity-(RCP), relationship quality-(REQ) significantly exerted positive impacts on FP/EP, with REQ exhibiting the most potent predictor, followed by COM, ADP, COP, TST, SOC, and RCP. Again, findings depict that innovation-(INN) and opportunity exploration-(OPE) partially mediated the relationship between RMP and FP/EP. The paper contributes to literature by incorporating the unexplored mediators of INN and OPE, within SMEs in an emerging economy. By establishing connections and suggesting further avenues for research, the paper strengthens its argument both methodologically and conceptually.

Latent structure, measurement invariance, and further validation of an Arabic version of the brief experiential avoidance questionnaire

Experiential avoidance (EA) is a key construct in psychopathology research and practice. Thus, various measures were constructed to assess it, including the Brief Experiential Avoidance Questionnaire (BEAQ). Nevertheless, an Arabic version of the BEAQ has yet to be available, a demand that this study was conducted to fulfill. An Arabic version (BEAQ-A) was developed and tested psychometrically using data from 599 Saudi participants who completed the measures online (Mage = 28.93, ± 8.35, 65.9 % women). Exploratory and confirmatory factor analyses uncovered a 14-item hierarchical structure that comprised one second-order factor and three first-order factors: Perceived Avoidance (PA; 10 items), Procrastination (Proc.; 2 items), and Repression/Denial (RD; 2 items). Utilizing further data from a second sample that completed a paper and pencil (PP) version (N=324, Mage = 22.09, ± 3.92, 56.2 % women), this structure appeared to be partially invariant across modes of administration and gender. The Proc. and R/D loaded significantly, along with psychological distress and negative affectivity items, on the same factor in an EFA, thereby undermining their discriminant validity. All subscales demonstrated good internal consistency reliability. The R/D and BEAQ-A total scores were unique predictors of psychological inflexibility and negative affect. In contrast, depressive and anxiety symptoms, positive affect, and well-being were predicted by Proc. and R/D. In general, findings supported the psychometric suitability of BEAQ-A. However, further research is warranted to replicate findings in larger samples and examine the measure's clinical utility.

Application and validation of a Chinese version of the food choice questionnaire (FCQ)

To improve healthier food choice behaviors, it is necessary to investigate individual’s perceived importance of relevant motives involved in food purchase decisions. In this study, the Food Choice Questionnaire (FCQ) was introduced to the Chinese population, and a more robust FCQ version (C-FCQ) containing 26 items loaded on eight first-order factors (Health, Nature content, Weight control, Mood, Familiarity, Sensory appeal, Convenience, Price) and three second-order factors (Composition concerns, Senses and Emotions, Time and Money saving) was obtained. There were 964 Chinese adults (66.49 % female) in this study, and 69 of whom completed a retest two weeks later. The composite reliability of the first and the second-order factors are above 0.7, and the test–retest reliability was 0.849. The C-FCQ was successfully used to compare differences in food choice motivation among Chinese groups with different demographic characteristics. The results showed that there were significant differences in food choice motivations among the different groups, and Sensory appeal, Health, and Price were the most important factors in Chinese residents’ food choices.

Analyzing Critical Influencing Factors of the Maturity of Smart Construction Site Applications

The burgeoning application of advanced information technology in the construction industry has led to the widespread adoption of smart construction sites (SCSs) in recent years. As a novel concept, smart construction site application maturity (SCS-AM) aims to identify the pivotal factors impeding the current progression of SCSs and foster the metamorphosis of the construction sector. Through a meticulous review of the existing literature, this study delineates 14 fundamental factors influencing SCS-AM. Employing both Exploratory Factor Analysis (EFA) and confirmatory factor analysis (CFA), alongside the acquisition of 217 valid questionnaires, practitioners’ perceptions regarding these factors within the smart construction domain were examined. This study initially categorized the 14 factors into four dimensions by utilizing the EFA method: technological innovation and integration (TII), project management and implementation (PMI), collaboration mechanism and information sharing (CMIS), and standardization and compliance (SC). Subsequently, a first-order CFA was employed to elucidate the correlations between the observed variables and latent factors, while a second-order CFA was employed to delve into the interplay among the first-order factors and their collective influence on SCS-AM. The results underscore the paramount impact of standardization and compliance (SC) and technological innovation and integration (TII) on SCS-AM. By meticulously analyzing the key influencing factors, this study offers theoretical underpinnings for bolstering SCS-AM, thereby providing stakeholders such as governments and construction enterprises with strategic insights for future development endeavors.

Assessment of an Adolescent Digital Citizenship Scale: Examining Dimensionality, Measurement Invariance and External Validity

The positive online behavior effects of digital citizenship have increasingly attracted the attention of scholars. This study designed and tested the psychometric properties of an Adolescent Digital Citizenship Scale (DCS-A) in two independent samples of Mexican secondary students (Sample 1, M age = 13.2 years, SD = 1.5 and Sample 2, M age = 13.4 years, SD = 1.4; N1 = 750, N2 = 750). We examined content, factorial, discriminant, concurrent validity, and reliability. We also tested the cross-sample and gender invariance. Confirmatory factor analysis (CFA) demonstrated goodness-of-fit on a second-order factorial model that displays three first-order factors (online ethic, online civic engagement, and online diversity acceptance). Cross-validation confirmed the factorial structure stability of the DCS-A across the independent sample. The result demonstrated the equivalence of the measurement model in both genders (configural, metric, and scalar invariance). The latent means comparison indicates that females held greater online ethics, online civic engagement, and online inclusive behaviors than males. Finally, the concurrent validity of the scale was supported by finding a positive relationship between DCS-A dimensions and defender behavior and a negative association with passive and reinforces interventions in cyberbullying events. These results suggest that the DCS-A is a theoretically and psychometrically grounded measure of digital citizenship in adolescents.

Controllable multi-autofocusing of chirped multi-Pearcey beams and their trapping performance on Rayleigh particles

The exploration of structured light created through autofocusing beams has attracted widespread attention in optical manipulation. Here, we investigate the propagation dynamics of chirped multi-Pearcey beams (CMPBs) in theory and experiment, especially exploring the impact of chirped factors on the autofocusing characteristics of CMPBs. It is found that the autofocusing characteristics of the beams can be significantly modulated by introducing first-order and second-order chirped factors. Specifically, the first-order chirped factor greatly improves the autofocusing coefficient of CMPBs, while the second-order chirped factor introduces multiple autofocusing propagations. By analyzing the transverse power flow of CMPBs both without and with chirped factors, we explain why the chirped factors can remarkably strengthen the autofocusing performance of CMPBs. Finally, our theoretical analysis on trapping force on Rayleigh particles indicates that the introduction of chirped factors optimizes the intensity gradient and trapping capability of CMPBs, potentially enabling multiple longitudinal trapping positions. These findings offer a comprehensive insight into the propagation dynamics of CMPBs, opening avenues for flexible optical manipulation of multiple particles.

Validation of the Wise Leadership Questionnaire (WLQ)

Purpose The purpose of this study was to validate the psychometric properties of the Wise Leadership Questionnaire (WLQ). Design/methodology/approach Data were collected from three independent samples from Canada, China and Morocco (n = 616). Factor analysis, first- and second-order confirmatory factor analyses, structural equation modeling and Bayesian approach were used. Findings Study 1 confirmed that the WLQ higher-order factor structure is the most adequate theoretical model to capture the four-factor structure of the wise leadership scale, namely, intellectual shrewdness, spurring action, moral conduct and cultivating humility which are essential for a leader to qualify as wise. Study 2 assessed and supported the criterion-related validity by approving that the higher-order wise leadership construct constituted a predictor of work outcomes such as followers’ subordinates’ performance and job satisfaction. Confirmatory factor analysis results yielded a second-order factor of the wise leadership construct with four first-order factors, namely, the four wise leadership dimensions. The correlations between the four first-order factors (i.e. dimensions) and the second-order factor of the wise leadership are positive and statistically significant in both the China and Morocco samples. They are, respectively, as follows: intellectual shrewdness (β = 0.74; 0.62, p < 0.01), spurring action (β = 0.52; 0.76, p < 0.01), moral conduct (β = 0.76; 0.62, p < 0.01) and cultivating humility (β = 0.78; 0.69, p < 0.01). Originality/value Results suggest that the new wise leadership construct is positively associated with followers’ subordinates’ job performance and job satisfaction directly and indirectly through supervisory support, emphasizing the added value and relevance of the WLQ.