1 Introduction
2 Literature Review
2.1 School Improvement and Self-Organization in Learning Organizations
2.2 Approaches of Measuring Schools’ Digital Maturity
2.3 Digital Transformation Stages in Schools
2.4 Digital Transformation Context in Estonia
2.5 Sample
2.6 Research Design and Procedure
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1 Exchange—refers to episodical implementation of digital innovation, rare cases of using digital technology;
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2 Enrich—refers to the coordination within the school, digital technology is used to experiment new teaching and learning methods; teachers share their experiences;
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3 Enhance—refers to the changes in the learning and teaching processes, systematic, evidence-based changes on a school level;
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4 Extend—refers to widening digital culture, combined technologies are normal part of the school, students are creators of their personal digital spaces;
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5 Empower—refers to leverage and acting as a regional leader in some certain aspects of digital innovation.
1.Pedagogical innovation | |
1.1 Digital age practices (DP) | Changing and widening pedagogical repertoire, including inquiry, discovery, problem- and project-based, self-directed, creative and collaborative learning practices. Orchestrating digital-age learning in classroom and outside |
1.2 Digital competences (DC) | Redefining and developing digital competence of teachers and students in the context of teaching and learning; continuous professional development and organisational learning on digital competence |
1.3 Changing teachers' role (TR) | Enhancing networking and collaboration among teachers to conduct, analyse, share and evaluate innovative practices. Interdisciplinary peer teaching. Learners are engaged in self-directed, creative and collaborative learning, they take responsibility for designing and implementing learning experiences, resources and environments as well as assessments |
1.4 Changing learners' role (LR) | Creative, collaborative, self-directed learning |
1.5 Structural changes in curriculum, learning environment (SC) | Systemic and sustainable structural changes in physical and digital learning environments, learning resources, time management, scheduling, workflows |
2. Change management | |
2.1 Strategic planning (SP) | Consensus-based, well-defined strategy and action plan for implementing innovation that guides the decision-making both in shorter and longer time scale |
2.2 Participary management, Partnership (PM) | School leaders involve continuously teachers, students, parents and external partners in decision-making processes related to planning, implementing and evaluating educational change |
2.3 Learning organisation (LO) | School leaders, teachers, students learn from each other, they document and disseminate good practice related to ongoing change process |
2.4 Monitoring and analytics (A) | School is using a set of valid and reliable indicators, data collection instruments and methods/practices for continuous monitoring and analytics of the change process |
2.5 Leadership stimulates (L) | School administration provides leadership, support and incentives to facilitate the implementation of change |
3. Digital infrastructure | |
3.1 Networks (N) | Well maintained functioning and security of the school's network(s), regularly reviewing and enforcing the digital safety regulations (e.g. Acceptable Use Polic |
3.2 Digital Devices (D) | One-to-one computing anywhere anytime, ubiquitous access to digital devices (tablets, laptops, robotics), connected presentation and communication tools |
3.3 IT management (ITM) | Strategic planning of digital infrastructure, continuous monitoring and analysis of implementation of the plan |
3.4 User support (US) | Technical and pedagogical support to all users of digital technologies provided by school |
3.5 Software and services (S) | Well-maintained, licensed, up-to-date and interoperable ecosystem of software, services and information systems that supports the pedagogical change |
2.7 Analytical Sequences
3 Results
3.1 What Characterises Improvement Stages in Digitally Innovating Schools?
Mean C1 | Mean C2 | Mean C3 | F | Sig | |
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Digital practices | 3 | 1.85 | 2.51 | 181.987 | 0.001 |
Digital competence | 3.1 | 1.44 | 2.32 | 363.632 | 0.001 |
Teacher's role | 3.1 | 1.47 | 2.38 | 409.045 | 0.001 |
Learner's role | 3.12 | 1.9 | 2.52 | 254.209 | 0.001 |
Structural change | 3.13 | 1.65 | 2.51 | 363.106 | 0.001 |
Strategic planning | 3.25 | 1.59 | 2.29 | 387.838 | 0.001 |
Participatory management | 3.45 | 1.89 | 2.7 | 439.704 | 0.001 |
Learning organisation | 3.09 | 1.58 | 2.2 | 341.838 | 0.001 |
Analytics | 2.85 | 1.53 | 2.08 | 283.541 | 0.001 |
Leadership | 2.88 | 1.75 | 2.18 | 296.623 | 0.001 |
Network | 3.03 | 1.63 | 2.24 | 329.359 | 0.001 |
Devices | 3.07 | 1.9 | 2.47 | 256.248 | 0.001 |
IT-management | 3.33 | 1.61 | 2.16 | 430.858 | 0.001 |
User support | 2.93 | 1.78 | 2.25 | 223.431 | 0.001 |
Services | 3.38 | 1.92 | 2.42 | 344.273 | 0.001 |
3.2 What School Improvement Patterns Appear in Digitally Innovative Schools?
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C1 Chi Sq.= 251.83, df=105, p<0.001, 50.3% of total was variance explained, 4 factors were described (Factor 1—21.6%, Factor 2—11%, Factor 3—10%, Factor 4—7.5%).
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C2 Chi Sq.= 154.85, df=105, p<0.001, 49.9% of total variance was explained, 4 factors were described (Factor 1—22.5%, Factor 2—11%, Factor 3—9%, Factor 4—6.9%).
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C3 Chi Sq.=331.53, df=105, p<0.001, 50.7% of total variance was explained, 5 factors were described (Factor 1—14%, Factor 2—11.8%, Factor 3—10%, Factor 4—7%, Factor 5—7%).
1 | 2 | 3 | 4 | |
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Analytics | 0.696 | 0.156 | −0.015 | 0.081 |
Participatory management | 0.69 | −0.073 | 0.103 | 0.235 |
Strategic planning | 0.685 | 0.138 | 0.206 | −0.119 |
Leadership | 0.562 | 0.298 | −0.101 | 0.383 |
IT-management | 0.395 | −0.17 | 0.322 | 0.337 |
Structural change | −0.102 | 0.645 | 0.162 | 0.193 |
Digital practices | 0.096 | 0.575 | 0.006 | −0.198 |
Learner's role | 0.176 | 0.517 | 0.258 | 0.171 |
Digital competence | 0.37 | 0.507 | −0.385 | −0.094 |
Learning organisation | 0.127 | 0.471 | −0.058 | 0.456 |
Devices | 0.139 | 0.099 | 0.748 | 0.105 |
User support | 0.025 | 0.056 | 0.737 | 0.172 |
Teacher's role | 0.105 | 0.446 | 0.507 | −0.227 |
Network | 0.06 | 0.099 | 0.193 | 0.713 |
Services | 0.13 | −0.075 | 0.064 | 0.663 |
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Factor 1 Evidence based strategic planning with strong leadership and participatory management and integrated IT-management that considers the development of digital competences.
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Factor 2 Structural changes, changes in digital practices and the teachers’ and learners’ roles, as well as in the whole learning organization that considers digital competences of staff and students.
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Factor 3 Digital devices’ focused IT-management and user support that changes the role of teachers but is not so much focused on digital competences.
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Factor 4 Leadership and IT-management for networks and services to support the learning organization.
1 | 2 | 3 | 4 | |
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Strategic planning | 0.739 | 0.125 | 0.071 | −0.153 |
Participatory management | 0.724 | 0.033 | 0.107 | 0.054 |
Leadership | 0.625 | 0.145 | 0.135 | 0.211 |
Analytics | 0.597 | 0.224 | −0.101 | 0.073 |
Learning organisation | 0.549 | 0.309 | −0.109 | 0.046 |
Network | 0.097 | 0.731 | 0.031 | −0.094 |
User support | 0.143 | 0.671 | 0.202 | 0.015 |
Devices | 0.238 | 0.627 | 0.006 | −0.154 |
Services | 0.09 | 0.538 | 0.181 | 0.12 |
IT-management | 0.242 | 0.484 | −0.045 | 0.292 |
Teacher's role | −0.136 | 0.079 | 0.755 | −0.145 |
Learner's role | 0.079 | 0.088 | 0.694 | 0.195 |
Structural change | 0.119 | 0.122 | 0.651 | 0.127 |
Digital practices | 0.004 | 0.113 | −0.027 | 0.783 |
Digital competence | 0.105 | −0.152 | 0.252 | 0.668 |
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Factor 1 ‘Change management’ component variables (Strategic planning, Participatory management), Leadership, Learning Organization and Analytics are in a separate factor, not well connected to the other factors, except with the Learning organization variable.
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Factor 2 ‘Infrastructure and services’ component variables (Network, User support, Devices, Services, IT-management) are in a separate factor, but connected with ‘Change management’ with the Learning organization variable.
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Factor 3 ‘Learning and teaching’ component variables Teacher’s and learner’s role and Structural change are connected, but not connected with other components and variables indicating that ‘Change management’ and digital ‘Infrastructure and services’ are not associated with those changes the school makes to create active learning environments.
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Factor 4 ‘Learning and teaching’ component variables Digital practices and Digital competences form a separate variable and are driven by IT-management but not with ‘Change management’. These variables are not associated with the structural and role changes in schools.
1 | 2 | 3 | 4 | 5 | |
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Strategic planning | 0.658 | −0.006 | −0.095 | 0.032 | −0.036 |
Leadership | 0.626 | −0.03 | 0.078 | 0.058 | 0.131 |
Analytics | 0.606 | 0.143 | −0.261 | 0.072 | −0.171 |
Learning organisation | 0.551 | −0.111 | −0.048 | −0.153 | 0.501 |
Participatory management | 0.48 | 0.078 | −0.103 | −0.007 | −0.479 |
User support | −0.15 | 0.711 | −0.075 | 0.085 | 0.009 |
Devices | 0.118 | 0.618 | −0.066 | −0.041 | −0.026 |
Network | 0.159 | 0.55 | 0.298 | −0.421 | −0.038 |
Services | −0.004 | 0.545 | 0.067 | 0.028 | 0.216 |
Learner's role | −0.167 | −0.032 | 0.704 | −0.02 | 0.085 |
Teacher's role | −0.116 | 0.077 | 0.673 | 0.044 | −0.12 |
Structural change | 0.098 | −0.082 | 0.573 | 0.389 | −0.052 |
Digital practices | −0.007 | −0.104 | 0.011 | 0.79 | 0.008 |
Digital competence | 0.111 | 0.147 | 0.177 | 0.647 | −0.062 |
IT-management | 0.031 | 0.311 | −0.125 | −0.013 | 0.738 |
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Factor 1 ‘Change management’ component variables (Strategic planning, Participatory management), Leadership, Learning Organization and Analytics are in a separate factor, not well connected to the other factors, except with the Participatory management variable.
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Factor 2 ‘Infrastructure and services’ component variables Network, User support, Devices, Services, IT-management are in the separate factor.
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Factor 3 ‘Learning and teaching’ component variables Teacher’s and learner’s role and Structural change are connected, and connected with Structural change variable to Digital practices and Digital competences (Factor 4).
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Factor 4 ‘Teaching and learning’ component variables Structural change, Digital practices and Digital competences are in the same factor but negatively correlated with Network factor indicating that there are issues with wifi to conduct digital practices extensively.
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Factor 5 IT management is in a separate factor with negative connections to Participatory management, indicating that teachers have little role in defining what devices and practices the school obtains.
4 Discussion
4.1 The Transitional Stages in Digital Innovation at School Level
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Stage 1 Schools, where digital transformation is disconnected from driving organizational goals and change management and appearing at some practices level only (Cluster 2).
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Stage 2 Schools, where digital transformation at the structural changes level has started at practices level, but IT management practices are not participatively managed and this is needed to bring on board the digitally enhanced learning practices. Those schools also have digital infrastructure level issues in wifi access (Cluster 3).
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Stage 3 Digital transformation led schools that connect learning and teaching to change management through Learning organization variable. These schools have inclusive and evidence-based change management practices (Cluster 1).