Fatih Serdar Yıldırım
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Fatih Serdar Yıldırım has a total of 70 co-authors. Here are the top co-authors by number of shared publications:
- Yasin Özkara
Akdeniz University, Antalya, Turkey
4 shared publications - Serkan Say
Mersin Universitesi
3 shared publications - Ayşegül Tongal
Akdeniz Universitesi
2 shared publications - Adem Yılmaz
Kastamonu University
1 shared publication - Agah Başdeğirmen
Isparta Uygulamalı Bilimler Üniversitesi
1 shared publication - Aydın KIZILASLAN
Agri Ibrahim Cecen Universitesi
1 shared publication
Latest Publications
- Open Access
- 1 October 2025
- Published by SAGE Publications in Sage Open
- Vol. 15 (4)
Developing and Validating a Scale for Assessing Teachers’ Attitudes Toward Project Consultancy
This study addresses a critical gap in educational research by developing a valid and reliable scale to measure teachers’ attitudes toward project consultancy an increasingly significant role in project-based learning environments. Despite the growing importance of teacher involvement in guiding student projects, tools for assessing teachers’ consultancy attitudes remain limited. Using an exploratory sequential mixed-methods design, the study began with semi-structured interviews ( n = 10) to identify core themes, leading to the creation of an item pool. A preliminary version of the scale was administered to 382 teachers for Exploratory Factor Analysis (EFA), revealing a four-factor structure—evaluation, execution, planning, and completion—explaining 61.9% of the variance. Confirmatory Factor Analysis (CFA) with a separate sample ( n = 194) confirmed the model fit (χ 2 / df = 2.4, CFI = 0.92, RMSEA = 0.08). The final 20-item scale demonstrated strong internal consistency (α = .89). Notably, female teachers scored significantly higher than male teachers on the evaluation subdimension. The Project Consultancy Attitude Scale offers researchers and educational practitioners a psychometrically sound instrument to evaluate and support teacher development in project-based learning context
- 1 October 2025
- Published by SAGE Publications in Sage Open
- Vol. 15 (4)
Open AccessDeveloping and Validating a Scale for Assessing Teachers’ Attitudes Toward Project Consultancy
This study addresses a critical gap in educational research by developing a valid and reliable scale to measure teachers’ attitudes toward project consultancy an increasingly significant role in project-based learning environments. Despite the growing importance of teacher involvement in guiding student projects, tools for assessing teachers’ consultancy attitudes remain limited. Using an exploratory sequential mixed-methods design, the study began with semi-structured interviews ( n = 10) to identify core themes, leading to the creation of an item pool. A preliminary version of the scale was administered to 382 teachers for Exploratory Factor Analysis (EFA), revealing a four-factor structure—evaluation, execution, planning, and completion—explaining 61.9% of the variance. Confirmatory Factor Analysis (CFA) with a separate sample ( n = 194) confirmed the model fit (χ 2 / df = 2.4, CFI = 0.92, RMSEA = 0.08). The final 20-item scale demonstrated strong internal consistency (α = .89). Notably, female teachers scored significantly higher than male teachers on the evaluation subdimension. The Project Consultancy Attitude Scale offers researchers and educational practitioners a psychometrically sound instrument to evaluate and support teacher development in project-based learning context
- Open Access
- 27 June 2025
- Published by MDPI AG in Sustainability
- Vol. 17 (13) , 5934
Contributions of University Students’ Cognitions Towards the University to the Creation of a Sustainable University
In almost all institutional discourses about universities, students are mentioned. Universities are defined as dynamic areas that pave the way for students to acquire and develop scientifically based professional skills. Students are also given importance in explanations about creating a sustainable university. However, their contributions have been neglected in the development of this idea. Based on this inspiration, this study aims to examine the kind of expansions the university reality constructed by university students with their cognitive patterns can provide to the idea of creating a sustainable university. To achieve this aim, firstly, the university reality constructed by students enrolled in an associate degree program at a university, with their cognitive patterns, is explained through metaphors. Accordingly, open-ended questions were asked to 200 university students who were in the process of experiencing university life and volunteered to participate in the study. The answers received were evaluated through descriptive analysis and content analysis. As a result of the research, it was seen that 119 metaphors were produced, and these metaphors could be divided into seven categories with the titles of university as a structure that expresses, develops, and enlightens university reality; university as a structure that reaches goals; university as a social life area that accommodates differences and offers diversity; university as a structure that limits; university as a structure that challenges; university as a structure that liberates; and university as a structure that provides security and peace. Then, it was discussed how university students’ explanations about university reality would benefit the establishment of a sustainable university. While this study provides insights into university students’ perspectives on the university, it also contributes to strengthening and expanding the existing idea of a sustainable university.
- 27 June 2025
- Published by MDPI AG in Sustainability
- Vol. 17 (13) , 5934
Open AccessContributions of University Students’ Cognitions Towards the University to the Creation of a Sustainable University
In almost all institutional discourses about universities, students are mentioned. Universities are defined as dynamic areas that pave the way for students to acquire and develop scientifically based professional skills. Students are also given importance in explanations about creating a sustainable university. However, their contributions have been neglected in the development of this idea. Based on this inspiration, this study aims to examine the kind of expansions the university reality constructed by university students with their cognitive patterns can provide to the idea of creating a sustainable university. To achieve this aim, firstly, the university reality constructed by students enrolled in an associate degree program at a university, with their cognitive patterns, is explained through metaphors. Accordingly, open-ended questions were asked to 200 university students who were in the process of experiencing university life and volunteered to participate in the study. The answers received were evaluated through descriptive analysis and content analysis. As a result of the research, it was seen that 119 metaphors were produced, and these metaphors could be divided into seven categories with the titles of university as a structure that expresses, develops, and enlightens university reality; university as a structure that reaches goals; university as a social life area that accommodates differences and offers diversity; university as a structure that limits; university as a structure that challenges; university as a structure that liberates; and university as a structure that provides security and peace. Then, it was discussed how university students’ explanations about university reality would benefit the establishment of a sustainable university. While this study provides insights into university students’ perspectives on the university, it also contributes to strengthening and expanding the existing idea of a sustainable university.
- Open Access
- 16 April 2025
- Published by MDPI AG in Applied Sciences
- Vol. 15 (8) , 4395
Analysing Social Media Discourse on Electric Vehicles with Machine Learning
Social acceptance of electric vehicles is of great importance for environmental sustainability and economic development. This study aims to examine Turkish and English tweets about electric vehicles with sentiment analysis, text mining, and topic modelling techniques to reveal consumers’ electric vehicle purchasing behaviours, consumer perception and acceptance processes about electric vehicles, and social perceptions. The data was taken from the X platform, and high accuracy and F1 scores were obtained in both languages in the classification made with the deep learning-based LSTM model. The accuracy was 92.1% for English tweets and 96.7% for Turkish tweets. According to the sentiment analysis results, the perception of electric vehicles is generally positive in both languages. However, while the rate of neutral sentiment is higher in Turkish tweets, the rate of negative sentiment is higher in English tweets. This indicates that there is more criticism and debate about electric vehicles globally, while Turkish tweets have more neutral views on the subject. Word frequency analysis shows that positive comments about electric vehicles focus on economic and environmental advantages, while negative comments include concerns about charging time, battery life, and range concerns. The topic modelling identified three main themes related to electric vehicles: (1) reasons for being preferred by consumers and their purchasing tendencies, (2) the role of brands, (3) market developments and marketing strategies. In Turkish tweets, electric vehicle production, charging infrastructure, and consumer purchasing trends were at the forefront. In general, it is emphasised that charging infrastructure should be strengthened, battery performance should be improved, and costs should be reduced to accelerate the adoption of electric vehicles.
- 16 April 2025
- Published by MDPI AG in Applied Sciences
- Vol. 15 (8) , 4395
Open AccessAnalysing Social Media Discourse on Electric Vehicles with Machine Learning
Social acceptance of electric vehicles is of great importance for environmental sustainability and economic development. This study aims to examine Turkish and English tweets about electric vehicles with sentiment analysis, text mining, and topic modelling techniques to reveal consumers’ electric vehicle purchasing behaviours, consumer perception and acceptance processes about electric vehicles, and social perceptions. The data was taken from the X platform, and high accuracy and F1 scores were obtained in both languages in the classification made with the deep learning-based LSTM model. The accuracy was 92.1% for English tweets and 96.7% for Turkish tweets. According to the sentiment analysis results, the perception of electric vehicles is generally positive in both languages. However, while the rate of neutral sentiment is higher in Turkish tweets, the rate of negative sentiment is higher in English tweets. This indicates that there is more criticism and debate about electric vehicles globally, while Turkish tweets have more neutral views on the subject. Word frequency analysis shows that positive comments about electric vehicles focus on economic and environmental advantages, while negative comments include concerns about charging time, battery life, and range concerns. The topic modelling identified three main themes related to electric vehicles: (1) reasons for being preferred by consumers and their purchasing tendencies, (2) the role of brands, (3) market developments and marketing strategies. In Turkish tweets, electric vehicle production, charging infrastructure, and consumer purchasing trends were at the forefront. In general, it is emphasised that charging infrastructure should be strengthened, battery performance should be improved, and costs should be reduced to accelerate the adoption of electric vehicles.
- Open Access
- 26 February 2025
- Published by Prof. Marin Drinov Publishing House of BAS (Bulgarian Academy of Sciences) in Proceedings of the Bulgarian Academy of Sciences
- Vol. 78 (2) , 199–206
The Genotoxic Effects of Heavy Metals in Fly Ash from Thermal Power Plants on Wheat, Depending on Wind Direction
Plants, due to their fixed locations, are susceptible targets to environmental stress. Among these stresses, heavy metal stress has increased since the Industrial Revolution. Thermal power plants that utilize fossil fuels play a significant role in the release of heavy metals into the environment. This study investigates the role of air currents in the transport of fly ash from thermal power plants and its genotoxic effects on wheat using molecular methods. The mobility of retrotransposons affecting genomic stability was assessed through IRAP (Inter-Retrotransposon Amplified Polymorphism) analysis. The IRAP analysis results indicate a polymorphism rate of 54.6% in wheat seedlings located 1 km northwest of the thermal power plant. The lowest polymorphism rate, 29.66%, was observed in wheat samples 10 km east of the plant. Physical damage in the nucleus caused by heavy metals was evaluated using the comet assay, which measures tail length, tail DNA percentage, and tail moment. Similar to the IRAP analysis, significant damage was observed in the northwest, southwest, and west directions across all three parameters. The findings of this study underscore the impact of heavy metal pollution and emphasize the importance of air currents in the dispersion of these pollutants.
- 26 February 2025
- Published by Prof. Marin Drinov Publishing House of BAS (Bulgarian Academy of Sciences) in Proceedings of the Bulgarian Academy of Sciences
- Vol. 78 (2) , 199–206
Open AccessThe Genotoxic Effects of Heavy Metals in Fly Ash from Thermal Power Plants on Wheat, Depending on Wind Direction
Plants, due to their fixed locations, are susceptible targets to environmental stress. Among these stresses, heavy metal stress has increased since the Industrial Revolution. Thermal power plants that utilize fossil fuels play a significant role in the release of heavy metals into the environment. This study investigates the role of air currents in the transport of fly ash from thermal power plants and its genotoxic effects on wheat using molecular methods. The mobility of retrotransposons affecting genomic stability was assessed through IRAP (Inter-Retrotransposon Amplified Polymorphism) analysis. The IRAP analysis results indicate a polymorphism rate of 54.6% in wheat seedlings located 1 km northwest of the thermal power plant. The lowest polymorphism rate, 29.66%, was observed in wheat samples 10 km east of the plant. Physical damage in the nucleus caused by heavy metals was evaluated using the comet assay, which measures tail length, tail DNA percentage, and tail moment. Similar to the IRAP analysis, significant damage was observed in the northwest, southwest, and west directions across all three parameters. The findings of this study underscore the impact of heavy metal pollution and emphasize the importance of air currents in the dispersion of these pollutants.
- Open Access
- 12 November 2024
- Published by MDPI AG in Sustainability
- Vol. 16 (22) , 9839
Examining Teachers’ Computational Thinking Skills, Collaborative Learning, and Creativity Within the Framework of Sustainable Education
This study seeks to explore the relationship between science teachers’ computational thinking skills, collaborative learning attitudes, and their creativity in the context of sustainable education. The study adopted an explanatory sequential design, which is one of the designs used in mixed-method research. A total of 369 science teachers were included in the quantitative phase of the study. Quantitative data were collected using three different scales. These scales included the “Computational Thinking Scale”, “Online Cooperative Learning Attitude Scale (OCLAS)”, and “Creative Self-Efficacy Scale”. Structural Equation Modelling (SEM), confirmatory factor analysis, and path analysis were conducted to analyze the quantitative data. The qualitative phase of the study consisted of nine science teachers. Data were collected with a semi-structured interview form by considering the scores obtained from the scales. Qualitative data were analyzed through descriptive analysis. It was found that science teachers’ computational thinking skills and collaborative learning attitudes significantly predicted their creativity within the framework of sustainable education. As a result of the interviews conducted, it was concluded that science teachers lacked computational thinking skills. It is critical to provide teachers with guidance on how to integrate computational thinking skills into their subject areas. Science teachers’ knowledge of computational thinking skills can be enhanced, and computational thinking skills can be included in all teacher education programs.
- 12 November 2024
- Published by MDPI AG in Sustainability
- Vol. 16 (22) , 9839
Open AccessExamining Teachers’ Computational Thinking Skills, Collaborative Learning, and Creativity Within the Framework of Sustainable Education
This study seeks to explore the relationship between science teachers’ computational thinking skills, collaborative learning attitudes, and their creativity in the context of sustainable education. The study adopted an explanatory sequential design, which is one of the designs used in mixed-method research. A total of 369 science teachers were included in the quantitative phase of the study. Quantitative data were collected using three different scales. These scales included the “Computational Thinking Scale”, “Online Cooperative Learning Attitude Scale (OCLAS)”, and “Creative Self-Efficacy Scale”. Structural Equation Modelling (SEM), confirmatory factor analysis, and path analysis were conducted to analyze the quantitative data. The qualitative phase of the study consisted of nine science teachers. Data were collected with a semi-structured interview form by considering the scores obtained from the scales. Qualitative data were analyzed through descriptive analysis. It was found that science teachers’ computational thinking skills and collaborative learning attitudes significantly predicted their creativity within the framework of sustainable education. As a result of the interviews conducted, it was concluded that science teachers lacked computational thinking skills. It is critical to provide teachers with guidance on how to integrate computational thinking skills into their subject areas. Science teachers’ knowledge of computational thinking skills can be enhanced, and computational thinking skills can be included in all teacher education programs.
- Open Access
- 12 February 2023
- Published by Firenze University Press in Caryologia
- Vol. 75 (3) , 13-18
Chromosome number of some Satureja species from Turkey
The genus Satureja belonging to the Lamiaceae family includes about 200 species, generally aromatic, distributed in the Mediterranean basin. In genus Satureja, the chromosomal data were reported from only 26 species. In this study, it is aimed to eliminate the deficiencies in the chromosomal data of Satureja species, which are distributed in Turkey, which is center of origin and diversity of the genus Satureja. It was reported only one chromosome number (2n = 30), the first report for chromosome numbers of three taxa, the same chromosome count (excluding B-chromosomes) with previous report in only one species, and the new chromosome number in only one species. In conclusion, this study presented new data into the chromosomal records of genus Satureja that might be useful for interpreting or understanding relationships among the species. In addition, dysploidy and polyploidy variations might probably have played an important role in speciation. In this regard, the results contributed to some missing data in Satureja cytotaxonomy.
- 12 February 2023
- Published by Firenze University Press in Caryologia
- Vol. 75 (3) , 13-18
Open AccessChromosome number of some Satureja species from Turkey
The genus Satureja belonging to the Lamiaceae family includes about 200 species, generally aromatic, distributed in the Mediterranean basin. In genus Satureja, the chromosomal data were reported from only 26 species. In this study, it is aimed to eliminate the deficiencies in the chromosomal data of Satureja species, which are distributed in Turkey, which is center of origin and diversity of the genus Satureja. It was reported only one chromosome number (2n = 30), the first report for chromosome numbers of three taxa, the same chromosome count (excluding B-chromosomes) with previous report in only one species, and the new chromosome number in only one species. In conclusion, this study presented new data into the chromosomal records of genus Satureja that might be useful for interpreting or understanding relationships among the species. In addition, dysploidy and polyploidy variations might probably have played an important role in speciation. In this regard, the results contributed to some missing data in Satureja cytotaxonomy.
- 16 January 2021
- Published by Kastamonu Egitim Dergisi in Kastamonu Eğitim Dergisi
- Vol. 29 (1) , 228-238
Scientific Studies on Laboratory Based Learning Approach
Purpose: Among the main objectives of the science curriculum are to raise individuals who research and question, to make theindividual realize the importance of safety in scientific studies and to contribute to applications in science. In line with this goal, inscience; it is important to bring students to the level of inventions and innovations by providing an interdisciplinary perspective toproblems by integrating them with mathematics, technology and engineering. It is possible for students to create products by usingthe knowledge and skills they have acquired, to determine how to add value to these products, and to create products from theirstudies by using the laboratory-based learning approach in science teaching (MEB, 2018). The aim of this study is to examine the studiescarried out in the field of science education on the Laboratory-Based Learning Approach in terms of some variables, especially betweenthe years 2010-2020.Design/Methodology/Approach: 144 studies were reached in the study. These studies consisted of 69 articles, 53 master theses and22 doctoral dissertations on laboratory-based learning approach. Document analysis method was used in this study. The obtained datawere analyzed with the descriptive analysis method and the results were given as percentage and frequency values.Findings: Scientific studies related to the Laboratory-Based Learning Approach in Science education were carried out mostly in articletype (48%), then in the type of master thesis (37%) and in the type of doctoral thesis (15%). In articles and postgraduate theses onLaboratory-Based Learning between 2010 and 2020, it was observed that the studies were mostly conducted in 2017 (13.2%) and atleast in 2020 (1.4%). However, it is seen that the studies on Laboratory Based Learning gained momentum between 2017 and 2019.Highlights: According to the results of this study; In studies conducted in the field of laboratory-based science education, it has beenobserved that quantitative research methods are often preferred. Publications in the type of articles are more than master's anddoctoral theses, the studies mainly focus on the subject of "The effect of various methods applied in the laboratory on laboratoryattitudes", that the most sample group in these studies are teacher candidates and the most preferred measurement tool is "successtest" It has been determined.
- 16 January 2021
- Published by Kastamonu Egitim Dergisi in Kastamonu Eğitim Dergisi
- Vol. 29 (1) , 228-238
Scientific Studies on Laboratory Based Learning Approach
Purpose: Among the main objectives of the science curriculum are to raise individuals who research and question, to make theindividual realize the importance of safety in scientific studies and to contribute to applications in science. In line with this goal, inscience; it is important to bring students to the level of inventions and innovations by providing an interdisciplinary perspective toproblems by integrating them with mathematics, technology and engineering. It is possible for students to create products by usingthe knowledge and skills they have acquired, to determine how to add value to these products, and to create products from theirstudies by using the laboratory-based learning approach in science teaching (MEB, 2018). The aim of this study is to examine the studiescarried out in the field of science education on the Laboratory-Based Learning Approach in terms of some variables, especially betweenthe years 2010-2020.Design/Methodology/Approach: 144 studies were reached in the study. These studies consisted of 69 articles, 53 master theses and22 doctoral dissertations on laboratory-based learning approach. Document analysis method was used in this study. The obtained datawere analyzed with the descriptive analysis method and the results were given as percentage and frequency values.Findings: Scientific studies related to the Laboratory-Based Learning Approach in Science education were carried out mostly in articletype (48%), then in the type of master thesis (37%) and in the type of doctoral thesis (15%). In articles and postgraduate theses onLaboratory-Based Learning between 2010 and 2020, it was observed that the studies were mostly conducted in 2017 (13.2%) and atleast in 2020 (1.4%). However, it is seen that the studies on Laboratory Based Learning gained momentum between 2017 and 2019.Highlights: According to the results of this study; In studies conducted in the field of laboratory-based science education, it has beenobserved that quantitative research methods are often preferred. Publications in the type of articles are more than master's anddoctoral theses, the studies mainly focus on the subject of "The effect of various methods applied in the laboratory on laboratoryattitudes", that the most sample group in these studies are teacher candidates and the most preferred measurement tool is "successtest" It has been determined.
- 1 January 2021
- Published by Pegem Akademi Yayıncılık Eğitim Danışmanlık Hizmetleri Ticaret A.Ş
Fen Öğretiminde Yeni Yaklaşımlar - II
- 1 January 2021
- Published by Pegem Akademi Yayıncılık Eğitim Danışmanlık Hizmetleri Ticaret A.Ş
Fen Öğretiminde Yeni Yaklaşımlar - II
- 1 January 2021
- Published by Pegem Akademi Yayıncılık Eğitim Danışmanlık Hizmetleri Ticaret A.Ş
İlkokulda Eğitim ve Öğretim
- 1 January 2021
- Published by Pegem Akademi Yayıncılık Eğitim Danışmanlık Hizmetleri Ticaret A.Ş
İlkokulda Eğitim ve Öğretim
- Open Access
- 1 October 2020
- Published by ISRES Publishing in Journal of Education in Science, Environment and Health
- Vol. 6 (4) , 259-267
The Effect Of The Augmented Reality Applications In Science Class On Students' Cognitive And Emotional Learning
This study aims to determine how effective science teaching with augmented reality-based teaching material (science cards) is compared to the science curriculum prescribed methods on students' academic achievement and their views on augmented reality application. As a study group, 63 students who were studying in a 7th grade in a secondary school in Antalya in the 2019-2020 academic years were selected. Mixed research design was used in the research. In the quantitative side of the research, the control group and the experimental group who are taught using the augmented reality (science cards) were compared in terms of achievement. In the qualitative side on the other hand, interview and observation data were used. The results of the research have shown that while Augmented Reality (AR) applications increase students' achievement, contribute to the meaningful learning of abstract subjects, AR applications also increase the students' interest and motivation towards science lesson.
- 1 October 2020
- Published by ISRES Publishing in Journal of Education in Science, Environment and Health
- Vol. 6 (4) , 259-267
Open AccessThe Effect Of The Augmented Reality Applications In Science Class On Students' Cognitive And Emotional Learning
This study aims to determine how effective science teaching with augmented reality-based teaching material (science cards) is compared to the science curriculum prescribed methods on students' academic achievement and their views on augmented reality application. As a study group, 63 students who were studying in a 7th grade in a secondary school in Antalya in the 2019-2020 academic years were selected. Mixed research design was used in the research. In the quantitative side of the research, the control group and the experimental group who are taught using the augmented reality (science cards) were compared in terms of achievement. In the qualitative side on the other hand, interview and observation data were used. The results of the research have shown that while Augmented Reality (AR) applications increase students' achievement, contribute to the meaningful learning of abstract subjects, AR applications also increase the students' interest and motivation towards science lesson.