{"title":"Colour analysis of children's drawings of gods using computer vision","authors":"Mátyás Turós","doi":"10.1016/j.ssaho.2025.101275","DOIUrl":"10.1016/j.ssaho.2025.101275","url":null,"abstract":"<div><div>The analysis of children's drawings is an important part of the educational and psychological research toolbox, and in drawing analysis the colours of representation are valuable psychological variables. In our experimental study, we use computer vision to identify the colours of drawings of God in Catholic school children (<em>N</em> = 360) and compare the process and results of analysis using K-means clustering and a classification approach. Our results show that the two methods do not produce the same results. The classification approach is a simpler procedure and is more suitable for comparing the results of different studies on the same topic. The colours of the students' drawings of God are, in descending order (excluding white): acromatic, blue, orange, yellow. The percentages of colours can be used in further analysis for educational and psychological studies of the use of colour.</div></div>","PeriodicalId":74826,"journal":{"name":"Social sciences & humanities open","volume":"11 ","pages":"Article 101275"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143093966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Optimizing student writing performance in higher education: A quantitative study of teacher feedback and classroom environment","authors":"Musril Zahari , Arita Marini , Desy Safitri , Leola Dewiyani , Uyu Muawanah","doi":"10.1016/j.ssaho.2025.101286","DOIUrl":"10.1016/j.ssaho.2025.101286","url":null,"abstract":"<div><div>This study addresses the challenge of enhancing students' writing skills, specifically within the context of Indonesian higher education. The focus of this research is to examine the effect of teacher feedback on students' writing abilities and the mediating role of the classroom environment in this relationship. A quantitative approach with a correlational research design was employed, involving data collection from 244 university students enrolled in writing courses at Universitas Negeri Jakarta. The study utilized three questionnaires: Teacher's Feedback, Classroom Environment, and Writing Skills. Data were analyzed using SmartPLS with second-order analysis to explore both direct and indirect effects. The key findings indicate that teacher feedback significantly improves both the classroom environment and students' writing skills, with the classroom environment acting as a crucial mediator in this relationship. Specifically, effective teacher feedback enhances the emotional climate and student interactions, which in turn further improves writing performance. This research contributes to the literature by emphasizing the interconnectedness of teacher feedback, classroom dynamics, and student outcomes, particularly in the Indonesian context. It highlights the importance of fostering positive classroom environments to optimize the effectiveness of teacher feedback, offering valuable insights for educators seeking to enhance students' writing competencies. These findings may be of interest to educators, policymakers, and researchers aiming to improve writing instruction and educational practices.</div></div>","PeriodicalId":74826,"journal":{"name":"Social sciences & humanities open","volume":"11 ","pages":"Article 101286"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143094561","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Geographical factors influencing household cookstove choices in Nepal","authors":"Kyungtae Lee, Alexander Kwon","doi":"10.1016/j.ssaho.2024.101253","DOIUrl":"10.1016/j.ssaho.2024.101253","url":null,"abstract":"<div><div>Using data from the Multi-Tier Framework Survey (MTF) conducted in Nepal, we explore how geographical factors, specifically land slope and elevation, impact the adoption of LPG stoves. We employ a logit model to analyze the factors influencing households’ choices regarding LPG stove adoption and generate slope and elevation data. Overall, we find that the estimates of the average slope are robust and statistically significant, but those for the average elevation are sensitive to model specifications and smaller compared to the slope. We find that the Kathmandu region is important in the analysis, and slope and elevation have nonlinear effects. Additionally, we show that geographical factors are similarly important across different household expenditure quintile groups, except for the lowest.</div></div>","PeriodicalId":74826,"journal":{"name":"Social sciences & humanities open","volume":"11 ","pages":"Article 101253"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143103369","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Conceptualizing intercultural communicative competence in higher education in the Japanese context: Insights from language learners, practitioners, and public arena","authors":"Yoko Munezane","doi":"10.1016/j.ssaho.2024.101205","DOIUrl":"10.1016/j.ssaho.2024.101205","url":null,"abstract":"<div><div>Intercultural competence has primarily been conceptualized from a theoretical standpoint mainly by scholars in the U.S. and Europe in academic discourse. Moreover, there is a paucity of attempts to define and model intercultural communicative competence, through inductively collecting data. The current study aims to provide the definitions of intercultural competence and present a new conceptual model of intercultural communicative competence in the understudied context: Japan. The study synthesizes the insights from understudied three groups of key stakeholders; language learners, language teachers, and people in the public arena, through empirically and inductively collecting the definitions of intercultural communicative competence from each party. The data were collected through a web-based survey and semi-structured interviews, and analyzed using a qualitative content analysis approach, combining concept-driven strategies and data-driven strategies. The key findings were that the learners, in general, placed high emphasis on proactiveness in communication, and Grit (passion and perseverance). In contrast, teachers, in general, emphasized the importance of focusing on similarities across cultures, and common ground for humanity for mutual understanding. On the other hand, people in the public arena emphasized logic and comprehensive human power as universal resources for intercultural competence. A new model of intercultural competence was developed, synthesizing perspectives from three groups of stakeholders.</div></div>","PeriodicalId":74826,"journal":{"name":"Social sciences & humanities open","volume":"11 ","pages":"Article 101205"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143103374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Company culture matters! Knowledge-driven companies' way to innovations and sustainability","authors":"Wioleta Kucharska, Elżbieta Karwowska","doi":"10.1016/j.ssaho.2024.101268","DOIUrl":"10.1016/j.ssaho.2024.101268","url":null,"abstract":"<div><div>Companies today aim to adapt to rapidly changing business environments by acquiring knowledge, developing dynamic capabilities, fostering market innovations, and ensuring sustainability. Achieving these goals requires a supportive company culture aligned with its structure and strategy. This study proves the critical role of company culture in sustainability based on a sample of 496 Polish knowledge workers, using structural equation modeling and ordinary least squares (OLS) regression analysis methods.</div><div>The results showed that KLC culture synergy fosters knowledge sharing (both tacit and explicit), which is vital for dynamic capabilities development and, in turn, influences organizational intelligence, innovativeness, and, finally, sustainability.</div><div>The given evidence that collective organizational intelligence is rooted in company culture and strengthened by the KLC approach changes the perception of company culture, transforms its apprehension into a precious organizational resource, and prioritizes new study paths regarding its implementation.</div></div>","PeriodicalId":74826,"journal":{"name":"Social sciences & humanities open","volume":"11 ","pages":"Article 101268"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143103377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The size of higher education, R&D expenditure, academic documents and international rankings","authors":"Liza Lee, Ying-Sing Liu","doi":"10.1016/j.ssaho.2024.101189","DOIUrl":"10.1016/j.ssaho.2024.101189","url":null,"abstract":"<div><div>This study explored the correlations among the number of higher education institutions, R&D expenditures, international academic publications, and international rankings in Taiwan on an annual basis. The case study is based on Taiwan's 1996 education reform policy, which allowed the establishment of new universities and colleges, followed by a decline in birth rates affecting the educational environment. The study covers the period from 1996 to 2023, spanning 28 years. Data were obtained from the Scientific Journal Rankings (SJR) by the Scimago Journal & Country Rank and statistics published by local authorities. Spearman's rank correlation coefficients revealed a significant relationship between the number of higher education institutions and improvements in international rankings, as evidenced by the increase in international academic publications. This finding underscores the crucial role of universities and colleges in enhancing international rankings and academic output. The strong positive correlation between R&D expenditure and academic output further emphasizes the importance of research funding. However, the regressive effect on the country's rankings suggests a need for more effective allocation of R&D funds. The Granger causality tests highlighted the bidirectional feedback between changes in academic production and international rankings. This finding underscores the dynamic nature of academic performance and rankings and the potential impact of R&D expenditure on these outcomes. This highlights the need for higher education institutions to strengthen industry-academia cooperation models, diversify their financial resources, and increase R&D investment. By optimizing the use of research personnel and expanding research departments, institutions can mitigate the negative impact of a declining number of institutions on academic performance.</div></div>","PeriodicalId":74826,"journal":{"name":"Social sciences & humanities open","volume":"11 ","pages":"Article 101189"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143093913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Exploring the influence of teachers' academic rank in advancing inclination to TPACK in art education","authors":"Masoumeh Shiri , Karim Baigutov","doi":"10.1016/j.ssaho.2024.101252","DOIUrl":"10.1016/j.ssaho.2024.101252","url":null,"abstract":"<div><h3>Purpose</h3><div>This study aims to examine the factors of digital literacy, digital skills, and teachers' academic rank on the level of inclination in TPACK among art teachers at the studied university. Specifically, the study investigates how teachers' academic rank can influence their inclination toward TPACK. Additionally, it classifies and analyzes teachers' digital literacy and digital skills based on their academic rank.</div></div><div><h3>Design/methodology</h3><div>This study employs both survey and descriptive research methodologies to create a survey-based approach for measuring teachers' digital literacy, digital skills, and their inclination towards TPACK, using a sample of 35 art teachers at the studied university. Furthermore, observational methods were used to describe the current situation and gather data.</div></div><div><h3>Findings</h3><div>The findings reveal that teachers' academic rank plays a significant role in the increase or decrease of their level of digital literacy. Overall, teachers' digital skills were found to be lower than their digital literacy, indicating the challenges teachers face in solving hardware and software problems when using TPACK. Additionally, the study found that inclination of teachers to adopt teaching methods that integrate technology, art, and educational content was rated highly.</div></div><div><h3>Conclusion</h3><div>The results indicate that teachers' academic rank significantly influences their level of digital literacy, which consequently increases their inclination towards TPACK. The study also found that lecturers have lower digital skills and, therefore, less inclination towards TPACK.</div></div>","PeriodicalId":74826,"journal":{"name":"Social sciences & humanities open","volume":"11 ","pages":"Article 101252"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143093916","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sylvester T. Cortes , Anne S. Lorca , Hedeliza A. Pineda , Maria Rowena S. Lobrigas
{"title":"Does training improve the action research skills of STEM teachers? Examining the mediating roles of attitude and knowledge","authors":"Sylvester T. Cortes , Anne S. Lorca , Hedeliza A. Pineda , Maria Rowena S. Lobrigas","doi":"10.1016/j.ssaho.2024.101231","DOIUrl":"10.1016/j.ssaho.2024.101231","url":null,"abstract":"<div><div>Professional development programs are essential for supporting STEM teachers in improving their teaching practices by creating engaging and effective learning experiences for students. One of the professional development programs referred to is their participation in action research training. However, while there is a growing number professional development program relating to it, there is no substantial amount of reports regarding its impact toward developing teachers' action research attitude, knowledge, and skills. In this regard, this study aims to empirically investigate the influence or impact of training programs on the development of STEM teachers' action research skills, knowledge, and attitude. Driven by Evans' (2014) concept of professionalism and professional development as a guiding framework, a structural model was proposed and validated using a quantitative cross-sectional survey design. There were 214 STEM teachers who participated in an online survey. Results revealed that from five hypotheses proposed in the structural model, four are supported except the causal path between training and action research skills. The paths between training to action research knowledge and attitude are supported as well as the paths between action research knowledge and attitude to skills. This indicates that teachers’ action research knowledge and attitude fully mediate the causal path between training and action research skills. The findings of this study imply that the focus of the training programs should go beyond the mechanical aspects or skills development of teachers but on developing their knowledge and shaping a positive attitude toward action research. Over time, both provide an enabling environment to practice and develop action research skills. The finding also offers a new perspective or guiding framework as to how teacher training programs particularly action research can be evaluated.</div></div>","PeriodicalId":74826,"journal":{"name":"Social sciences & humanities open","volume":"11 ","pages":"Article 101231"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143093917","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Effect of differentiated instruction on primary EFL students’ writing performance and perception: The case of grade 7 students in Hawassa city, Ethiopia","authors":"Fozia Temam Mohamed, Taye Gebremariam Olamo, Mesfine Abera Yemiru","doi":"10.1016/j.ssaho.2024.101230","DOIUrl":"10.1016/j.ssaho.2024.101230","url":null,"abstract":"<div><div>This study examined the effect of Differentiated Instruction (DI) on Grade 7 students' writing performance and their perception towards the instruction. To this end, a quasi-experimental design with a mixed methods approach was employed. The study focused on readiness level among the other potential student characteristics that need to be taken into account for instruction differentiation. The study was conducted at Tabor Elementary School in Sidama Regional State of Ethiopia. A total of 82 elementary level students were subjects of the study. Data were gathered through writing test, perception scale questionnaire and interview and analyzed both quantitatively and qualitatively. Independent Sample <em>t</em>-test, mean and standard deviation were used toanalyze the data. The results showed that the students in the experimental group exhibited higher score when compared with those in the comparison group. Furthermore, the participants’ perception towards differentiated instruction approach is shown to be positive.</div></div>","PeriodicalId":74826,"journal":{"name":"Social sciences & humanities open","volume":"11 ","pages":"Article 101230"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143093918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Alexandra Pulchny , Karen Robson , Robert S. Brown
{"title":"Who transitions into post-secondary education and why? A systematic review of the Canadian landscape","authors":"Alexandra Pulchny , Karen Robson , Robert S. Brown","doi":"10.1016/j.ssaho.2025.101289","DOIUrl":"10.1016/j.ssaho.2025.101289","url":null,"abstract":"<div><div>Decades of research have documented rates of student transitions into post-secondary education (PSE). A large majority of secondary students expect to obtain some level of PSE and are either motivated by their own personal interest, parental influences, or economic reasons. In 2020, The Organization for Economic Co-operation and Development (OECD) reported that Canada had an 86% secondary graduation rate. The percentage of those students who transitioned directly into post-secondary institutions is unclear, as enrolment rates can include direct and delayed entry. Using systematic review methods and reflective thematic analysis, we identified trends in the literature that cite family influences geographic influences, sex, various school influences, and race and ethnicity as key impacts on students’ decisions to transition to PSE.</div></div>","PeriodicalId":74826,"journal":{"name":"Social sciences & humanities open","volume":"11 ","pages":"Article 101289"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143093920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}