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Essentials of psychological testing (4th ed.)

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... A pilot test was then conducted with a sample of 30 entrepreneurs selected via simple random sampling. The reliability of the pilot data was assessed via Cronbach's alpha [69]. The resulting coefficient for the full questionnaire was 0.964, exceeding the recommended threshold of 0.7 [70], thus demonstrating strong internal consistency and justifying its use for data collection with the main sample. ...
... The analysis reveals strong factor loadings ( ) across all the items. The measured constructs demonstrated satisfactory internal consistency, with both Cronbach's alpha ( ) and composite reliability (CR) values surpassing 0.6 [69]. Moreover, the average variance extracted (AVE) values exceeded 0.5 for all the constructs, confirming adequate convergent validity [69]. ...
... The measured constructs demonstrated satisfactory internal consistency, with both Cronbach's alpha ( ) and composite reliability (CR) values surpassing 0.6 [69]. Moreover, the average variance extracted (AVE) values exceeded 0.5 for all the constructs, confirming adequate convergent validity [69]. These findings substantiate the measurement model's reliability and validity, providing a robust foundation for subsequent structural equation modeling to test the proposed hypotheses. ...
Article
This study investigates the relationship between digital literacy levels among entrepreneurs and their impact on business performance. Specifically, it examines how entrepreneurs' digital skills significantly influence financial and marketing efficiency. The study evaluates the effects of digital literacy on business performance within the theoretical frameworks of the Digital Economy (DE), Digital Orientation (DO), Dynamic Capabilities (DC), and Adaptive Capability (AC). Using a quantitative approach and structural equation modeling (SEM), a novel analytical framework was developed on the basis of data collected from 354 members of provincial chambers of commerce across Thailand. The findings reveal that digital literacy positively and significantly impacts both financial and marketing performance, with adaptive capability serving as the most influential indirect factor. These results emphasize the critical importance of fostering digital skills among entrepreneurs to enhance innovation, adaptability, and sustainable growth in a competitive digital economy. This study contributes to the expanding literature on digital transformation by providing actionable insights into the practical applications of digital literacy for entrepreneurial success. Policymakers and business leaders are encouraged to prioritize the development of digital skills as a strategic pillar for achieving growth and competitiveness in the digital era. Doi: 10.28991/HIJ-2025-06-01-018 Full Text: PDF
... In this study, a combination of metrics, evaluatives, and specifics is useful for evaluating the effectiveness of ChatGPT as an integrative tool for clinical supervision. Metrics include the Likert scale [17,18], which is used to measure trainees' enjoyment of supervision feedback. The Likert scale is a commonly used instrument in clinical psychology, social work, and other fields to assess perceptions of service quality. ...
... In particular, the first result would attest to the greater effectiveness of the pre-trained AI (fb2) compared to the non-pre-trained AI (fb1) in providing supervisory feedback with respect to the empathic approach, help with the contract, suitability for the professional level, highlighting areas for improvement and help with trust, obtaining results like those of human feedback. This result could reflect the ability of the AI to analyze and process large amounts of data and to use this function to formulate responses that sound linguistically empathetic or aware with respect to the situations described [17]. ...
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Clinical supervision is essential for trainees, preventing burnout and ensuring the effectiveness of their interventions. AI technologies offer increasing possibilities for developing clinical practices, with supervision being particularly suited for automation. The aim of this study is to evaluate the feasibility of using ChatGPT-4 as a supervisory tool in psychotherapy training. To achieve this, a clinical case was presented to three distinct groups (untrained AI, pre-trained AI, and qualified human supervisor), and their feedback was evaluated by Gestalt psychotherapy trainees using a Likert scale rating of satisfaction. Statistical analysis, using the statistical package SPSS version 25 and applying principal component analysis (PCA) and one-way analysis of variance (ANOVA), demonstrated significant differences in favor of pre-trained AI feedback. PCA highlighted four components of the questionnaire: relational and emotional (C1), didactic and technical quality (C2), treatment support and development (C3), and professional orientation and adaptability (C4). The ratings of satisfaction obtained from the three kinds of supervisory feedback were compared using ANOVA. The feedback generated by the pre-trained AI (f2) was rated significantly higher than the other two (untrained AI feedback (f1) and human feedback (f3)) in C4; in C1, the superiority of f2 over f1 but not over f3 appears significant. These results suggest that AI, when appropriately calibrated, may be an appreciable tool for complementing the effectiveness of clinical supervision, offering an innovative blended supervision methodology, in particular in the area of career guidance.
... However, it is seen that none of the sub-dimensions have an acceptable correlation. However, Cronbach (1990) suggests that high internal consistency is only expected when the phenomenon under measurement is not multi-dimensional [40]. A similar argument was put forward by Nunnally (1975), who suggested a minimum average level of correlation between the test items for the acceptability of internal consistency [41]. ...
... However, it is seen that none of the sub-dimensions have an acceptable correlation. However, Cronbach (1990) suggests that high internal consistency is only expected when the phenomenon under measurement is not multi-dimensional [40]. A similar argument was put forward by Nunnally (1975), who suggested a minimum average level of correlation between the test items for the acceptability of internal consistency [41]. ...
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Objective This study aimed to translate the "Children with Cochlear Implant: Parental Perspectives (CCIPP)" scale into Turkish and evaluate its validity and reliability. Material and methods Parents of 378 children between the ages of 2 and 18, who had used cochlear implants for at least one year, filled out the Turkish version of the scale. The original scale was translated from English to Turkish. Explanatory factor analysis (EFA) and confirmatory factor analysis (CFA) were performed to examine the scale construct validity. For the evaluation of the scale reliability, internal consistency and test–retest reliability measures were evaluated with Cronbach's alpha (α) and correlation, respectively. Results The reliability coefficients of the dimensions are between 0.237 and 0.678. The test–retest correlation coefficient of 0.875 was obtained. As a result of factor analysis, ten sub-dimensions were determined, corresponding to the original ten domains defined in the CCIPP scale. The Kaiser–Meyer–Olkin (KMO) sample adequacy coefficient calculated in the sub-factor analysis was determined to be 0.850. The dimensions obtained according to the result of the Bartlett test in which the significance of the factor structures was tested (test value: 9596.996, degrees of freedom (df): 2628, p < 0.001) are structurally significant. CFA confirmed the accuracy of the ten-dimensional structures (Comparative Fit Index (CFI) = 0.901; Incremental Fit Index (IFI) = 0.902; Root Mean Square Error of Approximation (RMSEA) = 0.054). Conclusion The Turkish version of the scale has good validity and reliability and can be used to examine parents' perspectives on cochlear implants.
... The percentage of a test score that may be attributed to a mistake will decrease as the reliability estimate rises. It is important to remember that test reliability shows how measurement error affects observed values rather than a specific participant [21], [28]. The measurement error standard must be computed to determine how measurement error affects a participant's observed value [29], [30]. ...
... Reliability is fundamentally based on the assumption that a sample of test items is unidimensional; if this condition is not met, dependability is significantly underestimated [8]. A multidimensional test does not always have a lower alpha than a unidimensional test, as has been well shown [28]. Accordingly, alpha cannot be only understood as a measure of a test's internal consistency, according to a more strict interpretation [29]. ...
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Likert scales are helpful in social science and perception studies. High-quality tests are essential to examine the dependability of the data provided in a particular evaluation. One often-used measure of test reliability is Cronbach alpha. The dimensionality and test duration have an impact on it. The fundamentally tau-equivalent approach’s (a statistical method that measures how consistent a set of items are in a test) presumptions should be followed by alpha as a reliability indicator. If these presumptions are not met, a low alpha is shown. The Airline Service Quality (ASQ) test measures the quality of services offered by a specific airline using service attributes provided by the airline, which influence passenger satisfaction and enhance more than one-time patronage. The original instrument used measured opinions of a four-point Likert scale with fifteen airline service items, and the allowable Cronbach’s Alphas for the original test ranged from 0.70 to 0.95. By first adding a “3 represents undecided” option and then adding four-word items to the instrument, a five-point Likert scale was developed from the original instrument. The test was piloted with 33 participants.This pilot study’s Cronbach’s alpha was 0.85; following its employment in a larger research study, the instrument’s Cronbach’s alpha was 0.86, resulting in a tool with good internal consistency. Since reliability test depends on the extent of test, Cronbach alpha does not only evaluate test homogeneity or unidimensionality. Whether a test is homogeneous or not, its reliability is increased by its extent. A high alpha score (> 0.90) might indicate that the test should be shorter and may indicate redundancy.
... De esta manera, pudieron detectarse los ítems más problemáticos, errores de formato y erratas o dificultades para comprender las instrucciones (Carretero-Dios y Pérez, 2005). Para su valoración métrica se analizó la consistencia interna mediante el cálculo del coeficiente Alfa de Cronbach (Cronbach, 1970), obteniéndose el coeficiente de correlación entre cada ítem y la escala. A partir de este análisis se han identificado y eliminado aquellos ítems que presentaron consistencia baja. ...
... Para la evaluación de la fiabilidad del instrumento se optó por el coeficiente de consistencia interna. Se ha calculado el coeficiente Alfa de Cronbach (Cronbach, 1970) de cada una de las siete dimensiones, a partir del promedio de las correlaciones de sus ítems. La magnitud del coeficiente de confiabilidad se evaluó según la regla de evaluación propuesta por Bartram (2005), por la que un resultado igual o superior a .7 puede ser considerado como razonable o satisfactorio. ...
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Introducción: el aprendizaje cooperativo es un modelo pedagógico ampliamente utilizado en educación física, pero carece de herramientas específicas para evaluar su implementación desde la perspectiva docente. Objetivo: este estudio tiene como finalidad diseñar y validar el Cuestionario de Implementación del Aprendizaje Cooperativo en Educación Física (CIACEF). Metodología: la validación inicial se llevó a cabo con una muestra de 204 docentes de educación física en España. Se realizó un análisis factorial exploratorio para evaluar la estructura del instrumento (KMO = .863; prueba de Bartlett = .000, p < .001), junto con análisis de consistencia interna mediante el coeficiente Alfa de Cronbach (valores entre .729 y .883 para las dimensiones principales). Resultados: El CIACEF se estructuró en tres bloques principales: 1) Dificultades en la implementación, 2) Estrategias para una aplicación efectiva; y 3) Evaluación del aprendizaje cooperativo. Consta de 35 ítems organizados en 7 dimensiones: 1) Dificultades en el alumnado; 2) Competencia percibida y satisfacción del docente; 3) Estrategias de implementación; 4) Selección de técnicas cooperativas; 5) Aspectos que evaluar, 6) Evaluación compartida y 7) Evaluación formativa. Los resultados respaldan la validez y fiabilidad inicial del cuestionario. Conclusiones: el CIACEF constituye una herramienta valiosa para avanzar en la investigación educativa, permitiendo explorar y evaluar las dinámicas de implementación docente en metodologías cooperativas, su impacto en los procesos de enseñanza, así como continuar estudiando los factores de eficacia en el aprendizaje cooperativo.
... De esta manera, pudieron detectarse los ítems más problemáticos, errores de formato y erratas o dificultades para comprender las instrucciones (Carretero-Dios y Pérez, 2005). Para su valoración métrica se analizó la consistencia interna mediante el cálculo del coeficiente Alfa de Cronbach (Cronbach, 1970), obteniéndose el coeficiente de correlación entre cada ítem y la escala. A partir de este análisis se han identificado y eliminado aquellos ítems que presentaron consistencia baja. ...
... Para la evaluación de la fiabilidad del instrumento se optó por el coeficiente de consistencia interna. Se ha calculado el coeficiente Alfa de Cronbach (Cronbach, 1970) de cada una de las siete dimensiones, a partir del promedio de las correlaciones de sus ítems. La magnitud del coeficiente de confiabilidad se evaluó según la regla de evaluación propuesta por Bartram (2005), por la que un resultado igual o superior a .7 puede ser considerado como razonable o satisfactorio. ...
Article
Full-text available
Introducción: el aprendizaje cooperativo es un modelo pedagógico ampliamente utilizado en educación física, pero carece de herramientas específicas para evaluar su implementación desde la perspectiva docente. Objetivo: este estudio tiene como finalidad diseñar y validar el Cuestionario de Implementación del Aprendizaje Cooperativo en Educación Física (CIACEF). Metodología: la validación inicial se llevó a cabo con una muestra de 204 docentes de educación física en España. Se realizó un análisis factorial exploratorio para evaluar la estructura del instrumento (KMO = .863; prueba de Bartlett = .000, p < .001), junto con análisis de consistencia interna mediante el coeficiente Alfa de Cronbach (valores entre .729 y .883 para las dimensiones principales). Resultados: El CIACEF se estructuró en tres bloques principales: 1) Dificultades en la implementación, 2) Estrategias para una aplicación efectiva; y 3) Evaluación del aprendizaje cooperativo. Consta de 35 ítems organizados en 7 dimensiones: 1) Dificultades en el alumnado; 2) Competencia percibida y satisfacción del docente; 3) Estrategias de implementación; 4) Selección de técnicas cooperativas; 5) Aspectos que evaluar, 6) Evaluación compartida y 7) Evaluación formativa. Los resultados respaldan la validez y fiabilidad inicial del cuestionario. Conclusiones: el CIACEF constituye una herramienta valiosa para avanzar en la investigación educativa, permitiendo explorar y evaluar las dinámicas de implementación docente en metodologías cooperativas, su impacto en los procesos de enseñanza, así como continuar estudiando los factores de eficacia en el aprendizaje cooperativo.
... yöneticilerinin daha bilinçli kararlar almasına katkıda bulunur (Cronbach, 1990). Örneğin, öğrenci başarısını değerlendirirken kullanılan akademik başarı testlerinin yanı sıra, kişilik, yetenek ve motivasyon testleri gibi psikolojik araçlar, bireyin tam potansiyelini anlamada önemli rol oynar (Naglieri, 2011). ...
... Bununla birlikte, psikolojik testlerin geçerlilik ve güvenirlik açısından bazı sınırlılıkları bulunmaktadır. Her test, kültürel bağlam ve çevresel faktörlerden etkilenebilir (Cronbach, 1990). Örneğin, bir testin geliştirilme sürecinde yeterince kültürel uyarlama yapılmamışsa, farklı kültürel geçmişlere ...
... The CR value of 0.7, falling within the reliable category, is a cornerstone in assessing measurement instrument integrity. Reliability refers to a measurement tool or instrument's consistency, stability, and dependability in producing consistent results when used repeatedly under the same conditions (Cronbach, 2017;Nunnally & Bernstein, 2018). It signifies the consistency and strength of the measurements and the confidence in the robustness of the findings derived from the analysis (Hair et al., 2019;Streiner, 2020). ...
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In the context of global environmental challenges, this study aims to identify significant gaps related to the absence of a comprehensive assessment tool to evaluate STEM literacy within the framework of a geoscience project. The subjects of the study included a population of 254 respondents, with sampling using a simple random sampling technique that resulted in a minimum sample of 155 respondents. The data collection method was carried out through a systematic problem analysis technique, including needs analysis and field research. Data collection was designed to obtain accurate and representative information by considering an error rate (e) of 0.05. The data analysis method used Confirmatory Factor Analysis (CFA) with Lisrel software, which tested the structural legitimacy of the research data. The feasibility test criteria included the Goodness of Fit Index (GFI), Adjusted Goodness of Fit Index, and Root Mean Square Error of Approximation. The results showed very strong psychometric characteristics of the instrument, with content validity reaching an Aiken coefficient of 0.99, construct validity with a good model fit index, and construct reliability (CR) of 0.83. The instrument consists of ten items covering four main STEM literacy indicators: Science, Technology, Engineering, and Mathematics. The conclusion of the study confirms that this instrument is not just an assessment tool but a transformative mechanism to develop students' interdisciplinary skills in facing the challenges of the 21st century. The contribution of this study is significant in providing an epistemological foundation for STEM education, emphasizing the importance of interdisciplinary literacy in preparing a generation that is able to compete in an increasingly complex global landscape.
... Qualitative data were collected by study area survey, household survey, meeting, in-depth interviewing, and focus group discussions with leading farmers and village/community leaders. Descriptive and inferential statistics were employed, including a paired-sample T-test and a One-Way ANOVA (F-Test) to assess variations and compare differences in average capital and potential across different farmer groups (Cronbach, 1990;Vanichbuncha & Vanichbuncha, 2015). ...
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The study aims to explore the demographic attributes, assets, and farmer's potentialities across three agricultural systems and examine the consequences of transitioning from a precedent maize production system under the DFID's sustainable livelihood framework. Understanding livelihood assets can reveal an approach to poverty reduction and the differences in production models suitable for the local context, emphasizing self-reliance in food and sustainable income generation, and aiding local agencies in planning community development. The research gathered data from 100 households for each farming system in Na Noi District, Nan Province. The research employs both qualitative and quantitative methodologies. The results show that integrated farming has younger, higher-educated farmers with a significant portion of their income from agriculture. Commercial farming has the lowest average landholding and highest annual expenses and debts due to the costs of commercial crop production. Semi-commercial farming provides intermediate outcomes between the other systems. Upon results consideration, it can be inferred that switching to integrated agriculture increases farmers' incomes, reduces expenses, improves debt repayment, boosts overall capital, enhances food security, and promotes sustainable agriculture by restoring the quality of soil, water, and air and helping farmers adapt to climate change.
... All statistical results for reliability and validity test are shown in Table 1. By testing the reliability and the validity of the items associated to the construct CRM we found that overall Cronbach's Alpha was 0.697 0.7, which indicated acceptable internal consistency (Cronbach, 1970) By testing the reliability and the validity of the items associated to the construct SMEP we found that overall Cronbach's Alpha was 0.843 indicated good internal consistency between the items of SMEP. Moreover, there were significant correlation among all SMEP items ( ...
Conference Paper
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This study examines the impact of social customer relationship management on performance of small and medium enterprises. It studies the impact of customer relationship management and social media usage on performance of an enterprise. It shows changes in approaching customers that secure long lasting relationships. A model is developed and tested through the analysis of randomly selected data obtained from employees using social media in their businesses as a mean of reaching existing and potential customers. The results show that there are positive relationships between independent and dependent variables. Descriptive analysis as well as regression analysis are used to reach to study findings. When social media is integrated with customer relationship management, it brings deeper understanding of customers, develops further commitment by firms, and facilitates satisfaction and loyalty, which increases a firm's performance. Firms' employees are advised to work on social customer relationship management for better efficiency. This study shows that customer relationship management and social media usage have great impacts on firms' performance. This research contributes to the literature by filling the gap between implementation of social customer relationship management and its impact on performance of small and medium enterprises.
... En su propuesta de cálculo, la z= valor significativo de la validez de contenido; m= nº de variables; n= nº de expertos y c= rango de la escala. Para analizar la fiabilidad del instrumento se empleó el coeficiente α de Cronbach (Cronbach, 1990 ...
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The purpose of this study was to design and validate an observation instrument to know the characteristics of the padel volley, when, where and by whom it is performed and its effectiveness. Eleven experts participated in the process and had to meet the five inclusion criteria. Aiken's V coefficient and confidence intervals were used to calculate content validity and Cronbach's α coefficient to analyze reliability. The judges evaluated the appropriateness and wording of the fifteen designed items that were part of the initial instrument. After their assessment, two variables were eliminated for obtaining values <.91 in Aiken's V coefficient in the adequacy. The rest of the variables were modified in their wording, according to the qualitative assessments of the experts, or were considered correct. The reliability of the instrument was acceptable, (α=.89). The VAOP instrument is very novel, as it is of interest to analyze the use and effectiveness of the padel volley.
... Se calculó la fiabilidad (consistencia interna) dado que un instrumento de validación no puede ser válido si carece de fiabilidad (Thomas et al., 2015). Para medir la consistencia interna de las acciones que conforman el programa CEYM se usó el coeficiente de Alfa de Cronbach (Cronbach, 1990), que permitió conocer si todas las acciones del programa de intervención medían lo mismo y podían sumarse para tener una única puntuación total (Polit & Hungler, 2000). ...
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The climate generated by teachers is related to positive consequences in the school context. Given the lack of training in this area, we decided to design, validate and evaluate an intervention programme on emotional and motivational climate for teachers. Firstly, the programme was designed through a nominal group of seven experts. Secondly, its content was validated and its internal consistency was analysed through the opinion of 25 experts. Finally, the programme was applied by assessing the improvement of the emotional and motivational climate through specific observation tools for this purpose. The programme consists of a series of trainings that provide teachers with strategies and resources that can be applied in the classroom. The results have shown that the "Emotional and Motivational Climate-CEYM" programme is a valid and reliable training proposal for improving the emotional and motivational climate generated by teachers.
... Finally, the reliability analysis was carried out for each of the 11 measurement scales: as shown in Table 6, Cronbach's alpha statistic is higher than 0.7 (Cronbach, 1970;Nunnally, 1987), except for the case of the INTE variable with a value of 0.656, also considered suitable when exceeding 0.6 (Robinson et al., 1991); and the values of the correlation matrix (Hair et al., 2004), was used, taking into consideration three levels of statistical significance: p < 0.001 (***); p < 0.05 (**); and p < 0.10 (*). It was performed using the AMOS version 29 module of the IBM SPSS Statistics software. ...
Article
Purpose: An investigation was conducted to understand how a group of undergraduate engineering students from Escola Universitària Salesiana de Sarrià (EUSS), Barcelona, Spain incorporate sustainability into their academic and professional journeys and the factors that influence their actions. Study design/methodology/approach: Leveraging the Decomposed Theory of Planned Behavior (DTPB) (Taylor and Todd, 1995), the study surveyed 275 students from diverse engineering areas and programmatic trajectories. Using structural equation modeling (SEM), this research aimed to understand the complex interplay between various factors influencing students' attitudes and intentions toward sustainable practices. Findings: The study's findings indicate that a positive attitude and a strong subjective norm (a person's perception of the social expectations to adopt a particular behaviour) directly and positively impact an individual's behavioural intention to act sustainably and responsibly in their future professional life. This validates two of the proposed hypotheses, examining the positive influence of a person’s attitude and subjective norm on behavioural intention. The results confirm that attitude is the most critical element among others so that universities can promote a positive attitude toward sustainability among students. Originality/value: The final goal is to generate critical points for sustainability across the European Union, thereby showcasing originality and innovation beyond its geographical focus.
... To ensure content validity, experts evaluated the questionnaire using the Index of Item-Objective Congruence (IOC) (Bollen, 1989), ensuring alignment with the study's objectives. Finally, the reliability of the questionnaire was tested using Cronbach's alpha coefficient (α) (Cronbach, 1990), which yielded a value of 0.957, indicating a high level of reliability. The statistics used to analyze the data in this quantitative research are as follows: descriptive statistics and structural equation modeling (SEM) analysis. ...
... Un'assunzione piuttosto diffusa tra i ricercatori e gli utilizzatori degli strumenti Web-based è che la versione carta e matita possa essere convertita in una versione Web senza che venga meno l'equivalenza delle due forme. Tuttavia, come suggerisce Cronbach (1990), è sempre opportuno analizzare l'equivalenza delle diverse forme di uno stesso strumento, dato che le sue proprietà psicometriche potrebbero cambiare quando vengono impiegati differenti metodi di somministrazione. A tutt'oggi, comunque, un numero piuttosto limitato di studi ha esaminato le differenze in tali proprietà nel caso di misure di personalità raccolte via Web. ...
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Obiettivo del presente lavoro è fornire un contributo all'adattamento italiano della scala del con-trollo sociopolitico di Zimmerman e Zahniser (SPCS, 1991), una misura delle credenze circa le capa-cità e l'efficacia individuale rispetto ai sistemi sociali e politici, impiegando e comparando due diverse metodologie di somministrazione: carta e matita vs. Web-based. La SPCS è utile per misurare e prevedere la partecipazione in ruoli di leadership e responsabilità nei contesti socio-politici e l'impegno profuso in essi. Hanno preso parte alla ricerca complessivamente 481 persone, adulti e studenti universitari: 254 hanno compilato il questionario nel formato carta e matita e 227 attraverso un form on-line. Oltre alla SPCS, il questionario comprendeva la scala di mastery e una forma breve della scala di desiderabilità sociale di Marlowe e Crowne. I risultati, ottenuti attraverso analisi fatto-riali esplorative e confermative e mediante la procedura multi-sample, hanno confermato il modello originario a due fattori correlati della scala SPCS. È stata inoltre verificata l'invarianza della struttura fattoriale della scala nelle forme carta e matita e Web-based. Infine, i punteggi compositi ottenuti dalle due somministrazioni non sono risultati diversi. / The aim of the present study is to supply a contribution to the adaptation of the Zimmerman and Zahniser' Sociopolitical Control Scale (SPCS, 1991) to the Italian context. The scale is a comprehensive measure of the perceived individual effectiveness towards social and political systems. The SPCS is useful in order to measure and to predict the participation in leadership roles within the social and political contexts. In the present study we used and compared two methods of administration of the scale: paper-and-pencil vs. Web-based. The study was carried out with 481 participants, adults and university students: 254 filled out the questionnaire in the paper-and-pencil format and 227 filled out the on-line format. The questionnaire included also the Mastery Scale and a short form of the Marlowe and Crowne's Social Desirability Scale. The results, via exploratory and confirmatory factor analysis with multi-sample procedure, support the original two-correlated-factors model of the SPCS scale. Moreover, the invariance of the factorial structure has been verified in the paper-and-pencil and Web-based format. Finally, no differences were found between the composite scores in the two administration methods.
... The reliability of the personality test was tested on all questions using Cronbach's alpha (46). The Cronbach's alpha score was 0.84 for the personality test, indicating good internal consistency. ...
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Background Orthodontic pain is defined as orofacial pain induced by orthodontic tooth movement. The application of orthodontic forces activates periodontal sensory receptors, resulting in a cascade of nociceptive pain processing and transduction in both the central and peripheral nervous systems, which is eventually felt by patients. The purpose of this study was to evaluate the association between pain perception, pressure pain threshold (PPT), attitude toward orthodontic treatment, and personality traits in adolescents treated with fixed orthodontic appliances. Methods The study involved 60 subjects aged 16 to 18 year-olds divided into 2 groups: group 1 consisted of 30 patients undergoing orthodontic treatment with fixed orthodontic appliances, and group 2 consisted of 30 untreated subjects. The tool for data collection was a questionnaire that assessed pain experience for treated subjects, pain expectation for untreated subjects, and attitude toward treatment using a visual analog scale (VAS) marked at 10-mm intervals. The assessment of patients’ personality profiles was carried out using the NEO Five-Factor Inventory (NEO-FFI). PPT was measured using a digital force algometer. The results were subjected to statistical analysis. The significance threshold was established at p < 0.05. Results The multivariate analysis showed that treatment status was the only variable affecting patients’ average attitude scores and average pain experience/expectation scores measured using a VAS, and average PPT scores (p < 0.0001). Gender and personality traits did not affect PPT scores, pain intensity, and attitude toward treatment (p > 0.05). The results of the follow-up univariate analysis demonstrated a significant difference in the patients’ average attitude toward treatment (p = 0.017) and PPT scores (p < 0.0001) between the treated and untreated groups. Conclusion Orthodontic treatment may impact the pressure pain thresholds measured using algometry and patient attitudes toward treatment. This knowledge is essential for orthodontists and patients, as the success of orthodontic treatment largely depends on the patient’s cooperation and motivation, which may be affected by patient’s attitude toward treatment and pain perception. This, in turn, encourages the search for effective methods of pain reduction during orthodontic treatment and attention to communication between orthodontists and patients for a good understanding of the procedures used.
... Second, the findings for sophistication may also be related to the task instructions, which did not state that participants were expected to use sophisticated words. As a result, it is possible that our writing tasks did not test ability as such, but rather typical performance in terms of lexical sophistication (Cronbach 1970). Learners might have been able to use advanced vocabulary 'had they known' this was part of the scoring (Schoonen 2011), but this ability was not reflected in their output because they were unaware their vocabulary use would be analyzed. ...
Article
This study investigated the lexical proficiency of L2 learners of English and French. The aim of the study was two-fold. First, we examined the cross-sectional differences in productive vocabulary knowledge and vocabulary use between L2 learners in two grades. Second, we investigated the extent to which vocabulary knowledge and grade could predict vocabulary use in writing, operationalized as lexical diversity (moving average type-token ratio), mean-based, and band-based lexical sophistication (average frequency and lexical frequency profile). Participants (N = 423) from grade 10 and grade 12 completed a form recall test (productive vocabulary knowledge) and two writing tasks (vocabulary use) in both English and French. The cross-sectional comparison showed that while vocabulary knowledge and lexical diversity increased across grades in both languages, mean-based lexical sophistication only improved in English. Band-based sophistication was not observed to increase in either language. Furthermore, the results indicated that productive vocabulary knowledge predicted all measures of vocabulary use in English, but only predicted lexical diversity for French. The findings are discussed in light of their implications for L2 pedagogy.
... The researchers used a group of similarly qualified individuals to complete the questionnaire and then tested the data for confidence by finding Cronbach's Alpha Coefficient for the rating scale questionnaire. Reliability result: Cronbach's Alpha was 0.678 [3]. Therefore, it can be concluded that this questionnaire can be used. ...
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This study on factors affecting digital economy education aimed to examine the general condition of individuals, personal factors, academia factors and decision-making to study digital economy. The study was conducted with a sample group of final year students at the bachelor's degree level and used an online questionnaire as a data collection tool. The statistics used in the data analysis were frequency, percentage, standard deviation and regression. The results showed that age, occupation, need to have knowledge and skills in educational research for use in working or writing academic work, and need to use knowledge or qualifications to help hold a position at a higher level and having the opportunity to become a master's degree student increase the honour and dignity for oneself and one’s family. These points can significantly explain the decision to pursue a master’s degree in digital economy. Policy recommendations include continuing education based on the need for knowledge and research skills. Consequently, changes in technology affecting the economy and society may require policymakers to consider shifting the skills of workers or careers in new fields and learning skills in the future in line with the changes occurring in the digital economy era.
... On the other hand, intelligence is defined as the ability to solve problems, reason, make good decisions, learn from experience, adapt, etc. (Gottfredson 1997). Therefore, it is usually measured via tests that include tasks designed to assess what a person can do, that is, by maximum performance tests (Cronbach 1949). In this study, personality traits are self-report based, while intelligence was assessed using a maximum performance test. ...
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The differentiation of personality by intelligence hypothesis, which has mixed support in the literature, predicts that personality is more variable for more intelligent individuals. This study aimed to test that hypothesis by comparing variances, reliability coefficients, and inter‐scale correlations of personality as assessed by self‐reports between groups of participants with different intelligence scores. We used two independent datasets ( N 1 = 655; N 2 = 836; N total = 1491) in which the same vocabulary test was used as a measure of verbal intelligence, but personality was measured as self‐report by different inventories (NEO‐FFI and HEXACO‐100). As the verbal ability scores had a normal distribution, the combined mean was calculated, and empirical groups were generated within each sample to compare groups of participants who indicated a low‐ability group (G1) and the high‐ability group (G3). Results mostly support the differentiation hypothesis in the NEO‐FFI dataset, where participants in G3 have higher variances and reliability coefficients than participants in G1, but do not show lower inter‐scale correlation coefficients. However, the same trend was not found in the second sample where personality was assessed by the HEXACO inventory. In conclusion, the results of this study provide only partial support for the personality differentiation by intelligence hypothesis.
... Besides, we measured effort for final consensus and time for final consensus using new scales, as we didn't find these construct's measures in the literature. Cronbach's α of our measurement instruments were satisfactory (between 0.638 and 0.968), reliabilities of 0.50 to 0.60 being deemed sufficient at early stages of research (Cronbach, 1970;Moore and Benbasat, 1991). ...
... Then, we tested the questionnaire on preservice science teachers who were not target groups of 30 people to determine the confidence of the questionnaire in understanding the nature of science. The Cronbach's alpha model was found to be equal to 0.83 (Cronbach, 1990). ...
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... RPs offer valuable insights into examinees' performance, helping test designers reduce the gap between observed responses and the constructs being measured. Although not a new area of research, the study of cognitive processes used by examinees in different tasks has a long history (e.g., [36]). Collecting this evidence involves various methods such as think-aloud interviews, cognitive interviews, keystroke and mouse click analysis, ET techniques, and RT analysis [33]. ...
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... The reliability analysis results presented in Table 2 demonstrate that the obtained coefficients satisfy the minimum threshold of 0.60 as suggested in the literature (Cronbach, 1990;Punch, 2005). Consequently, the scales and dimensions used in the study exhibit high internal consistency. ...
... The reliability of the criteria determined within the EFA factors was assessed using the internal consistency coefficient (α) developed by Cronbach (Cronbach 1984). The alpha coefficient not only gauges the quality of various criteria but also determines the extent to which they complement each other. ...
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... A continuación, con la finalidad de otorgar veracidad y fiabilidad al instrumento final elaborado y antes de someterlo a la valoración de prueba piloto con un grupo participante de características similares al incorporado en este proceso de investigación, la consideración de su posible validación pasa por el cumplimiento de los requisitos estipulados por Muñiz (1996) incorporando un coeficiente de fiabilidad satisfactorio obteniendo el Alfa de Cronbach un 0.89 (Cronbach, 1990). En este momento, comienza la denominada fase empírica, en la que se llevó a cabo una prueba piloto con el cuestionario definitivo, con la finalidad de analizar la comprensión y pertinencia del instrumento y la validez del mismo, dentro de un grupo de estudiantes de categorías similares a las necesarias, consiguiendo un resultado satisfactorio en la cumplimentación de la misma. ...
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Psychology reflects the scientific study of behavior, in human as well as in animal models. From a very early time, people have noticed and have been interested in the concept of individual differences. Aristotle directly commented on this with reference to the idea that intelligence is not equally distributed in all organisms (1). Individual differences more accurately characterize behavior than does commonality. Yet, the availability of this “fact” of behavior to scientific study was debated for hundreds of years. It was not until the nineteenth century that any meaningful scientific method of inquiry was applied to variable behaviors.
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