Research Article
BibTex RIS Cite
Year 2022, Volume: 9 Issue: 3, 132 - 147, 01.05.2022
https://doi.org/10.17275/per.22.58.9.3

Abstract

References

  • Ahmed, Y., A. (2019). Data-based decision making in primary schools in Ethiopia, Journal of Professional Capital, and Community, 4(3), 232-259. https://doi.org/10.1108/JPCC-11-2018-0031
  • Allen, R. (2005). Using the evidence of student achievement for improvements at individual, class and school level, Using Data to Support Learning, Conference Proceedings 7–9 August 2005 Grand Hyatt Hotel, Melbourne, Victoria.
  • Ayeni, A., J. (2018). Principals’ Decision-Making Strategies and Teachers’ Productivity in Secondary Schools in Ondo Central Senatorial District of Ondo State, Nigeria, Global Journal of Management and Business Research: An Administration and Management, 18(10), 18-30.
  • Balyer, A., & Öz, Ö. (2018). Academicians’ views on digital transformation in education. International Online Journal of Education and Teaching (IOJET), 5(4), 809-830.
  • Bowers, A.J., Shoho, A.R., Barnett, B.G (2014). Considering Use of Data by School Leders for Decision Making – An Introduction. In A.J. Bowers, A.R. Shoho, B. G. Barnett (Eds.) Using Data in Schools to Inform Leadership and Decision Making (p.1-16). Charlotte, NC: Information Age Publishing Inc.
  • Campbell, C., & Levin, B. (2009). Using data to support educational improvement. Educational Assessment, Evaluation and Accountability, 21(1), 47–65.
  • Carlson, D., Borman, G. D., & Robinson, M. (2011). A multistate district-level cluster randomized trial of the impact of data-based reform on reading and mathematics achievement. Educational Evaluation and Policy Analysis, 33(3), 378–398.
  • Creswell, J., W. (2018). Nitel Araştırma Yöntemleri [Qualitative Research Methods], Ankara: Siyasal Bookstore
  • Doyle, D. P. (2003). Data-based decision-making. T. H.E. Journal, 30(10), 19-21.
  • Durnalı, M. (2020). Yönetsel İşlevler, Yönetme Sanatı, Lider Yöneticinin El Kitabı [Administrative Functions, Art of Management] (Ed. M. Özdemir), Ankara: Anı Publishing
  • Earl, L., & Katz, S. (2006). Leading schools in a data rich world. Thousand Oaks, CA: Corwin Press.
  • Gobble, M., M. (2018). Digitalization, Digitization, and Innovation, Research-Technology Management, 61(4), 56-59, DOI: 10.1080/08956308.2018.1471280
  • Hough, H., Byun, E. & Mulfinger, L. (2018). Using Data for Improvement: Learning from the CORE Data Collaborative, Technical Report, Stanford University.
  • Huffman, D. & Kalnin, J. (2003). Collaborative inquiry to make data-based decisions in schools. Teaching and Teacher Education, 19, 569-580.
  • Lai, M. K., & Schildkamp, K. (2013). Data-based decision making: An overview. In K. Schildkamp, M. K. Lai, & L. Earl (Eds.), Data-based decision making in education: challenges and opportunities (pp. 9–21). Dordrecht: Springer.
  • Leary, L., M. (2015). Assessing Organizational Data Culture to Create an Ideal Data Ecosystem, Capstone Collection, 2799. Retrieved from https://digitalcollections.sit.edu/capstones/2799
  • Levin, J. A., & Datnow, A. (2012). The principal role in data-driven decision-making using case-study data to develop multi-mediator models of educational reform, School Effectiveness and School Improvement, 23(2), 179–201, doi:10.1080/09243453.2011.599394
  • Lunenburg, F., C. & Ornstein, A., C. (2013). Educational Administration: Concepts and practices (G. Arastaman, Trans.). Ankara: Nobel Publishing.
  • Mandinach, E. B., & Honey, M. (Eds.) (2008). Data driven school improvement: Linking data and learning. New York: Teachers College Press.
  • Marsh, J., A., Pane, J., F & Hamilton, L., S. (2006). Making Sense of Data-based Decision Making in Education, Evidence from Recent RAND Research. Retrieved from https://www.rand.org/content/dam/rand/pubs/occasional_papers/2006/RAND_OP170.pdf
  • Marzano, R. J., T. Waters, & McNulty, B. A. (2005). School Leadership That Works: From Research to Results. Alexandria, VA: Association for Supervision and Curriculum Development. Matters, G. (2006). Using Data to Support Learning in Schools Students, teachers, systems, Victoria: Acer Press.
  • McGill, R.J., Kennedy, K.S., & Busse, R.T. (2016). Data-based decision making in school counseling: Utilizing multiple single-case indicators to evaluate interventions. The Practitioner Scholar: Journal of Counseling and Professional Psychology 5(1), 104-121.
  • McNamara, J. F., & Thompson, D. P. (1996). Teaching statistics in principal preparation: Part one. International Journal of Educational Reform, 5(3), 381-389.
  • Meriam, S., B. & Tisdell, E., J. (2016). Qualitative Research, A Guide to Design and Implementation, San Francisco: Jossey-Bass.
  • MoNE (2019). 2023 Eğitim Vizyonu [2023 Education Vision]. Retrieved from http://2023vizyonu.meb.gov.tr/doc/2023_EGITIM_VIZYONU.pdf
  • Öz, Ö. (2020). Dijital Liderlik: Dijital Dünyada Okul Lideri Olmak [Digital Leadership: Being a School Leader in the Digital World], International Journal of Leadership Studies: Theory and Practice, 3(1), 45-57.
  • Özen, Z., Kartal, E., & Emre, İ., E. (2017). Eğitimde Büyük Veri, Eğitim Teknolojileri Okumaları [Big Data in Education, Educational Technology Readings] (Eds. H. Ferhan Odabaşı, B. Akkoyunlu ve A. İşman), Ankara: TOJET
  • Patton, M., Q., (2015). Qualitative Research & Evoluton Methods, (4th Edition), California: Sage Publications.
  • Picciano, A., G. (2006). Data-driven Decision-making for Effective School Leadership, Upper Saddle River, N.J.: Pearson-Merrill Prentice Hall.
  • Rasheed, Z. (2018). Solving Educational Pitfalls with Big Data, Dell EMC Proven Professional Knowledge Sharing. Retrieved from https://education.dellemc.com/content/dam/dell-emc/documents/en-us/2018KS_Rasheed-Solving_Educational_Pitfalls_with_Big_Data.pdf
  • Reeves, P., I. & Burt, W., I. (2006). Data-based Decision-making, Challenges in Data-based Decision-making: Voices from Principals, Retrieved from: https://files.eric.ed.gov/fulltext/EJ750644.pdf
  • Schildkamp, K. (2019). Data-based decision-making for school improvement: Research insights and gaps, Educational Research, 61(3), 257-273, DOI: 10.1080/00131881.2019.1625716
  • Schildkamp, K., Poortman, C., Luyten, H. & Ebbeler, J. (2016). Factors promoting and hindering data-based decision making in schools, An International Journal of Research, Policy and Practice, 28(2), 242-258.
  • Simon, H., A. (1997). Administrative Behaviour, A Study of Decision-Making Processes in Administrative Organizations, New York: The Free Press.
  • Skalski, A., K. & Romero, M. (2011). Data-based Decision Making, Retrieved from: https://www.nasponline.org/Documents/Resources%20and%20Publications/Handouts/Families%20and%20Educators/Data_Use_Jan11_NASSP.PDF
  • Turan, H. (2019). Veriye dayalı karar verme, Veriye Dayalı Yönetim [Data-Based Decision Making, Data-Based Management] (Ed. N. Cemaloğlu) Ankara: Pegem Academy.
  • UNESCO, (2017). The Data Revolution in Education, Information Paper No. 39. Retrieved from http://uis.unesco.org/sites/default/files/documents/the-data-revolution-in-education-2017-en.pdf
  • Van Geel, M., Keuning, T., Visscher, A. J., & Fox, J. P. (2016). Assessing the effects of a school-wide databased decision-making intervention on student achievement growth in primary schools. American Educational Research Journal, 53(2), 360–394.
  • Wayman, J. C., Jimerson, J. B., & Cho, V. (2012). Organizational considerations in establishing the Data-Informed District. School Effectiveness and School Improvement, 23, 159–178.
  • Wayman, J., C. Midgle, S. & Stringfield, S. (2006). Leadership for Data-Based Decision-Making: Collaborative Educator Teams, Paper presented at the annual meeting of the American Educational Research Association, San Francisco, CA.
  • Wohlstetter, P., Datnow, A., & Park, V. (2008). Creating a system for data-based decision making: Applying the principal–agent framework. School Effectiveness and School Improvement, 19(3), 239–259. http://doi:10.1080/09243450802246376
  • Yenel, K. (2019). Veri Kültürü Oluşturma, Veriye Dayalı Yönetim [Creating Data Culture, Data-Based Management] (Ed. N. CEMALOĞLU) (p.123-138), Ankara: Pegem Academy.
  • Yıldırım, A. & Şimşek, H. (2011). Sosyal bilimlerde nitel araştırma yöntemleri, 8. baskı. [Qualitative research methods in the social sciences, 8th Ed]. Ankara: Seçkin Publ.

School Principals' Opinions on Data-based School Management: A Case Study

Year 2022, Volume: 9 Issue: 3, 132 - 147, 01.05.2022
https://doi.org/10.17275/per.22.58.9.3

Abstract

Data usage-related reforms lead schools to different practices in terms of management. The conceptualization of data usage and data-based management will ensure that robust steps are taken for the future in terms of reforms made or to be made in the name of education. In this direction, this study is developed as a qualitative case study to determine the opinions of school administrators for data-based management on a school basis. The working group consists of 12 administrators, seven of whom are women and five of whom are men, who work in private and public schools. Purposive sampling method was used to determine the participants. Data from the working group were collected through the semi-structured interview form and themes were created by analyzing in NVino 11. In line with the established themes, the opinions of the administrators were also evaluated. According to the research findings, administrators mostly use data on “e-Okul” and “MEBBIS” modules. Administrators use the said data in decision-making processes, to meet the demands of senior management units, to work with stakeholders, to increase student success. While the administrators stated that there is not enough support or software products to use the data more effectively in the management process, they stated that there is a need for a series of trainings and that these trainings should be in the form of hands-on workshops. They also stated that there should be auxiliary personnel and support services for data analysis. Administrators who reported their problems with time management in accessing data stated that they were not proficient in data analysis and had problems with the motivation, quality, and workload of the personnel.

References

  • Ahmed, Y., A. (2019). Data-based decision making in primary schools in Ethiopia, Journal of Professional Capital, and Community, 4(3), 232-259. https://doi.org/10.1108/JPCC-11-2018-0031
  • Allen, R. (2005). Using the evidence of student achievement for improvements at individual, class and school level, Using Data to Support Learning, Conference Proceedings 7–9 August 2005 Grand Hyatt Hotel, Melbourne, Victoria.
  • Ayeni, A., J. (2018). Principals’ Decision-Making Strategies and Teachers’ Productivity in Secondary Schools in Ondo Central Senatorial District of Ondo State, Nigeria, Global Journal of Management and Business Research: An Administration and Management, 18(10), 18-30.
  • Balyer, A., & Öz, Ö. (2018). Academicians’ views on digital transformation in education. International Online Journal of Education and Teaching (IOJET), 5(4), 809-830.
  • Bowers, A.J., Shoho, A.R., Barnett, B.G (2014). Considering Use of Data by School Leders for Decision Making – An Introduction. In A.J. Bowers, A.R. Shoho, B. G. Barnett (Eds.) Using Data in Schools to Inform Leadership and Decision Making (p.1-16). Charlotte, NC: Information Age Publishing Inc.
  • Campbell, C., & Levin, B. (2009). Using data to support educational improvement. Educational Assessment, Evaluation and Accountability, 21(1), 47–65.
  • Carlson, D., Borman, G. D., & Robinson, M. (2011). A multistate district-level cluster randomized trial of the impact of data-based reform on reading and mathematics achievement. Educational Evaluation and Policy Analysis, 33(3), 378–398.
  • Creswell, J., W. (2018). Nitel Araştırma Yöntemleri [Qualitative Research Methods], Ankara: Siyasal Bookstore
  • Doyle, D. P. (2003). Data-based decision-making. T. H.E. Journal, 30(10), 19-21.
  • Durnalı, M. (2020). Yönetsel İşlevler, Yönetme Sanatı, Lider Yöneticinin El Kitabı [Administrative Functions, Art of Management] (Ed. M. Özdemir), Ankara: Anı Publishing
  • Earl, L., & Katz, S. (2006). Leading schools in a data rich world. Thousand Oaks, CA: Corwin Press.
  • Gobble, M., M. (2018). Digitalization, Digitization, and Innovation, Research-Technology Management, 61(4), 56-59, DOI: 10.1080/08956308.2018.1471280
  • Hough, H., Byun, E. & Mulfinger, L. (2018). Using Data for Improvement: Learning from the CORE Data Collaborative, Technical Report, Stanford University.
  • Huffman, D. & Kalnin, J. (2003). Collaborative inquiry to make data-based decisions in schools. Teaching and Teacher Education, 19, 569-580.
  • Lai, M. K., & Schildkamp, K. (2013). Data-based decision making: An overview. In K. Schildkamp, M. K. Lai, & L. Earl (Eds.), Data-based decision making in education: challenges and opportunities (pp. 9–21). Dordrecht: Springer.
  • Leary, L., M. (2015). Assessing Organizational Data Culture to Create an Ideal Data Ecosystem, Capstone Collection, 2799. Retrieved from https://digitalcollections.sit.edu/capstones/2799
  • Levin, J. A., & Datnow, A. (2012). The principal role in data-driven decision-making using case-study data to develop multi-mediator models of educational reform, School Effectiveness and School Improvement, 23(2), 179–201, doi:10.1080/09243453.2011.599394
  • Lunenburg, F., C. & Ornstein, A., C. (2013). Educational Administration: Concepts and practices (G. Arastaman, Trans.). Ankara: Nobel Publishing.
  • Mandinach, E. B., & Honey, M. (Eds.) (2008). Data driven school improvement: Linking data and learning. New York: Teachers College Press.
  • Marsh, J., A., Pane, J., F & Hamilton, L., S. (2006). Making Sense of Data-based Decision Making in Education, Evidence from Recent RAND Research. Retrieved from https://www.rand.org/content/dam/rand/pubs/occasional_papers/2006/RAND_OP170.pdf
  • Marzano, R. J., T. Waters, & McNulty, B. A. (2005). School Leadership That Works: From Research to Results. Alexandria, VA: Association for Supervision and Curriculum Development. Matters, G. (2006). Using Data to Support Learning in Schools Students, teachers, systems, Victoria: Acer Press.
  • McGill, R.J., Kennedy, K.S., & Busse, R.T. (2016). Data-based decision making in school counseling: Utilizing multiple single-case indicators to evaluate interventions. The Practitioner Scholar: Journal of Counseling and Professional Psychology 5(1), 104-121.
  • McNamara, J. F., & Thompson, D. P. (1996). Teaching statistics in principal preparation: Part one. International Journal of Educational Reform, 5(3), 381-389.
  • Meriam, S., B. & Tisdell, E., J. (2016). Qualitative Research, A Guide to Design and Implementation, San Francisco: Jossey-Bass.
  • MoNE (2019). 2023 Eğitim Vizyonu [2023 Education Vision]. Retrieved from http://2023vizyonu.meb.gov.tr/doc/2023_EGITIM_VIZYONU.pdf
  • Öz, Ö. (2020). Dijital Liderlik: Dijital Dünyada Okul Lideri Olmak [Digital Leadership: Being a School Leader in the Digital World], International Journal of Leadership Studies: Theory and Practice, 3(1), 45-57.
  • Özen, Z., Kartal, E., & Emre, İ., E. (2017). Eğitimde Büyük Veri, Eğitim Teknolojileri Okumaları [Big Data in Education, Educational Technology Readings] (Eds. H. Ferhan Odabaşı, B. Akkoyunlu ve A. İşman), Ankara: TOJET
  • Patton, M., Q., (2015). Qualitative Research & Evoluton Methods, (4th Edition), California: Sage Publications.
  • Picciano, A., G. (2006). Data-driven Decision-making for Effective School Leadership, Upper Saddle River, N.J.: Pearson-Merrill Prentice Hall.
  • Rasheed, Z. (2018). Solving Educational Pitfalls with Big Data, Dell EMC Proven Professional Knowledge Sharing. Retrieved from https://education.dellemc.com/content/dam/dell-emc/documents/en-us/2018KS_Rasheed-Solving_Educational_Pitfalls_with_Big_Data.pdf
  • Reeves, P., I. & Burt, W., I. (2006). Data-based Decision-making, Challenges in Data-based Decision-making: Voices from Principals, Retrieved from: https://files.eric.ed.gov/fulltext/EJ750644.pdf
  • Schildkamp, K. (2019). Data-based decision-making for school improvement: Research insights and gaps, Educational Research, 61(3), 257-273, DOI: 10.1080/00131881.2019.1625716
  • Schildkamp, K., Poortman, C., Luyten, H. & Ebbeler, J. (2016). Factors promoting and hindering data-based decision making in schools, An International Journal of Research, Policy and Practice, 28(2), 242-258.
  • Simon, H., A. (1997). Administrative Behaviour, A Study of Decision-Making Processes in Administrative Organizations, New York: The Free Press.
  • Skalski, A., K. & Romero, M. (2011). Data-based Decision Making, Retrieved from: https://www.nasponline.org/Documents/Resources%20and%20Publications/Handouts/Families%20and%20Educators/Data_Use_Jan11_NASSP.PDF
  • Turan, H. (2019). Veriye dayalı karar verme, Veriye Dayalı Yönetim [Data-Based Decision Making, Data-Based Management] (Ed. N. Cemaloğlu) Ankara: Pegem Academy.
  • UNESCO, (2017). The Data Revolution in Education, Information Paper No. 39. Retrieved from http://uis.unesco.org/sites/default/files/documents/the-data-revolution-in-education-2017-en.pdf
  • Van Geel, M., Keuning, T., Visscher, A. J., & Fox, J. P. (2016). Assessing the effects of a school-wide databased decision-making intervention on student achievement growth in primary schools. American Educational Research Journal, 53(2), 360–394.
  • Wayman, J. C., Jimerson, J. B., & Cho, V. (2012). Organizational considerations in establishing the Data-Informed District. School Effectiveness and School Improvement, 23, 159–178.
  • Wayman, J., C. Midgle, S. & Stringfield, S. (2006). Leadership for Data-Based Decision-Making: Collaborative Educator Teams, Paper presented at the annual meeting of the American Educational Research Association, San Francisco, CA.
  • Wohlstetter, P., Datnow, A., & Park, V. (2008). Creating a system for data-based decision making: Applying the principal–agent framework. School Effectiveness and School Improvement, 19(3), 239–259. http://doi:10.1080/09243450802246376
  • Yenel, K. (2019). Veri Kültürü Oluşturma, Veriye Dayalı Yönetim [Creating Data Culture, Data-Based Management] (Ed. N. CEMALOĞLU) (p.123-138), Ankara: Pegem Academy.
  • Yıldırım, A. & Şimşek, H. (2011). Sosyal bilimlerde nitel araştırma yöntemleri, 8. baskı. [Qualitative research methods in the social sciences, 8th Ed]. Ankara: Seçkin Publ.
There are 43 citations in total.

Details

Primary Language English
Subjects Other Fields of Education
Journal Section Research Articles
Authors

Ömer Öz 0000-0002-9371-8470

Gökhan Arastaman 0000-0002-4713-8643

Publication Date May 1, 2022
Acceptance Date December 5, 2021
Published in Issue Year 2022 Volume: 9 Issue: 3

Cite

APA Öz, Ö., & Arastaman, G. (2022). School Principals’ Opinions on Data-based School Management: A Case Study. Participatory Educational Research, 9(3), 132-147. https://doi.org/10.17275/per.22.58.9.3