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Developing evidence indicators for evaluating K12 EdTech: towards a consensus on educational impact

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Developing evidence indicators for evaluating K12 EdTech: towards a consensus on educational impact. / Kucirkova, Natalia; Schewe, Olav; Campbell, Janine et al.
In: Humanities and Social Sciences Communications, Vol. 12, No. 1, 947, 01.07.2025.

Research output: Contribution to Journal/MagazineJournal articlepeer-review

Harvard

Kucirkova, N, Schewe, O, Campbell, J, Lindroos Cermakova, A & Pitchford, N 2025, 'Developing evidence indicators for evaluating K12 EdTech: towards a consensus on educational impact', Humanities and Social Sciences Communications, vol. 12, no. 1, 947. https://doi.org/10.1057/s41599-025-05330-9

APA

Kucirkova, N., Schewe, O., Campbell, J., Lindroos Cermakova, A., & Pitchford, N. (2025). Developing evidence indicators for evaluating K12 EdTech: towards a consensus on educational impact. Humanities and Social Sciences Communications, 12(1), Article 947. https://doi.org/10.1057/s41599-025-05330-9

Vancouver

Kucirkova N, Schewe O, Campbell J, Lindroos Cermakova A, Pitchford N. Developing evidence indicators for evaluating K12 EdTech: towards a consensus on educational impact. Humanities and Social Sciences Communications. 2025 Jul 1;12(1):947. doi: 10.1057/s41599-025-05330-9

Author

Kucirkova, Natalia ; Schewe, Olav ; Campbell, Janine et al. / Developing evidence indicators for evaluating K12 EdTech : towards a consensus on educational impact. In: Humanities and Social Sciences Communications. 2025 ; Vol. 12, No. 1.

Bibtex

@article{51efd6ce496c479caa8bc4cbd8213709,
title = "Developing evidence indicators for evaluating K12 EdTech: towards a consensus on educational impact",
abstract = "Drawing upon a synthesis of literature and cross-sectoral consultations, we present the impact dimensions and three-level tiered indicators for developing a multidimensional approach to evaluating the evidence of impact of educational technology (EdTech). We build on the “5Es” impact framework — efficacy, effectiveness, ethics, equity, and environment — by operationalising it through fifteen impact indicators identified through an extensive literature review and a participatory Delphi study involving consultations with representatives of the EdTech industry and investment across two rounds. The proposed indicators serve as impact metrics to assist policymakers, educators, and EdTech developers in comprehensively assessing the impact of EdTech solutions. Together with their relevant measurement criteria and specific technological attributes, the impact indicators fill the gap of a comprehensive multidimensional guide for international standardisation and certification efforts in EdTech quality.",
author = "Natalia Kucirkova and Olav Schewe and Janine Campbell and {Lindroos Cermakova}, Anna and Nicola Pitchford",
year = "2025",
month = jul,
day = "1",
doi = "10.1057/s41599-025-05330-9",
language = "English",
volume = "12",
journal = "Humanities and Social Sciences Communications",
issn = "2662-9992",
publisher = "Palgrave Macmillan UK",
number = "1",

}

RIS

TY - JOUR

T1 - Developing evidence indicators for evaluating K12 EdTech

T2 - towards a consensus on educational impact

AU - Kucirkova, Natalia

AU - Schewe, Olav

AU - Campbell, Janine

AU - Lindroos Cermakova, Anna

AU - Pitchford, Nicola

PY - 2025/7/1

Y1 - 2025/7/1

N2 - Drawing upon a synthesis of literature and cross-sectoral consultations, we present the impact dimensions and three-level tiered indicators for developing a multidimensional approach to evaluating the evidence of impact of educational technology (EdTech). We build on the “5Es” impact framework — efficacy, effectiveness, ethics, equity, and environment — by operationalising it through fifteen impact indicators identified through an extensive literature review and a participatory Delphi study involving consultations with representatives of the EdTech industry and investment across two rounds. The proposed indicators serve as impact metrics to assist policymakers, educators, and EdTech developers in comprehensively assessing the impact of EdTech solutions. Together with their relevant measurement criteria and specific technological attributes, the impact indicators fill the gap of a comprehensive multidimensional guide for international standardisation and certification efforts in EdTech quality.

AB - Drawing upon a synthesis of literature and cross-sectoral consultations, we present the impact dimensions and three-level tiered indicators for developing a multidimensional approach to evaluating the evidence of impact of educational technology (EdTech). We build on the “5Es” impact framework — efficacy, effectiveness, ethics, equity, and environment — by operationalising it through fifteen impact indicators identified through an extensive literature review and a participatory Delphi study involving consultations with representatives of the EdTech industry and investment across two rounds. The proposed indicators serve as impact metrics to assist policymakers, educators, and EdTech developers in comprehensively assessing the impact of EdTech solutions. Together with their relevant measurement criteria and specific technological attributes, the impact indicators fill the gap of a comprehensive multidimensional guide for international standardisation and certification efforts in EdTech quality.

U2 - 10.1057/s41599-025-05330-9

DO - 10.1057/s41599-025-05330-9

M3 - Journal article

VL - 12

JO - Humanities and Social Sciences Communications

JF - Humanities and Social Sciences Communications

SN - 2662-9992

IS - 1

M1 - 947

ER -