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Part 1: Document Description
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Citation |
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Title: |
Coded Interaction and Profiling Data from “Generative AI as a Cognitive Scaffold in Disrupted Educational Environments” |
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Identification Number: |
doi:10.7910/DVN/KHJ30J |
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Distributor: |
Harvard Dataverse |
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Date of Distribution: |
2025-05-02 |
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Version: |
1 |
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Bibliographic Citation: |
Shymko, Vitalii, 2025, "Coded Interaction and Profiling Data from “Generative AI as a Cognitive Scaffold in Disrupted Educational Environments”", https://doi.org/10.7910/DVN/KHJ30J, Harvard Dataverse, V1, UNF:6:ZvfkD7zNgUDJ96wK7BYEQA== [fileUNF] |
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Citation |
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Title: |
Coded Interaction and Profiling Data from “Generative AI as a Cognitive Scaffold in Disrupted Educational Environments” |
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Identification Number: |
doi:10.7910/DVN/KHJ30J |
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Authoring Entity: |
Shymko, Vitalii (Hryhorii Skovoroda University in Pereiaslav (Kyiv region, Ukraine)) |
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Distributor: |
Harvard Dataverse |
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Access Authority: |
Shymko, Vitalii |
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Depositor: |
Shymko, Vitalii |
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Date of Deposit: |
2025-05-02 |
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Holdings Information: |
https://doi.org/10.7910/DVN/KHJ30J |
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Study Scope |
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Keywords: |
Social Sciences, Other, Generative AI, Crisis pedagogy, Psycholinguistic profiling, Scaffolding, Digital resilience, Vygotsky, GPT-4, Ukraine, AI in education, Language modeling, Cognitive load, Trust calibration, Metacognition, Emergency learning environments |
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Abstract: |
This dataset supports the qualitative and psycholinguistic analysis presented in the article Generative AI as a Cognitive Scaffold in Disrupted Educational Environments: A Ukrainian Case Study. It contains anonymized data derived from learner–AI interaction logs, thematic interview transcripts, and self-reported reflections of Ukrainian students navigating education during wartime conditions. The dataset includes four structured tables: (1) coded emotional-affective markers, (2) cognitive and narrative scaffolding indicators, (3) social identification and trust attributions toward generative AI, and (4) integrated behavioral profiles synthesizing linguistic and experiential data. All materials were coded using frameworks from psycholinguistics, discourse analysis, and sociocultural learning theory. Data are intended to support replication, secondary analysis, and educational technology development in crisis-affected environments. A complete codebook and README file are provided to facilitate transparency, reusability, and ethical reuse. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Notes: |
<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a> |
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Other Study Description Materials |
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File Description--f11141671 |
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File: codebook.tab |
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Notes: |
UNF:6:kDTdsqs5MWUDKnQnRWsADw== |
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File Description--f11141672 |
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File: Coded_Cognitive_and_Narrative_Markers.tab |
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Notes: |
UNF:6:CbkBwnPPK8xJ8OrDCU8UYQ== |
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File Description--f11141673 |
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File: Coded_Emotional_Markers.tab |
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Notes: |
UNF:6:hU5Gf+JZyV/YPJ6C/JH39A== |
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File Description--f11141675 |
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File: Coded_Social_Identification_Markers.tab |
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Notes: |
UNF:6:hOlpiRCGgsmBmY5SD7fE8g== |
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File Description--f11141676 |
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File: Integrated_Behavioral_Profiles.tab |
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Notes: |
UNF:6:A71wbncMg2CSNm9KUbNB8g== |
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List of Variables: |
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Variables |
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f11141671 Location: |
Variable Format: character Notes: UNF:6:5FRqhJVVSNjXgCbMrf1muA== |
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f11141671 Location: |
Variable Format: character Notes: UNF:6:dgD05WbGtHKR96x5L4wKdg== |
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f11141671 Location: |
Variable Format: character Notes: UNF:6:GBqHq4xpuEMjJywtHgfBPw== |
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f11141671 Location: |
Variable Format: character Notes: UNF:6:uW5l4XB3cT16wUjjSdQhRQ== |
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f11141672 Location: |
Variable Format: character Notes: UNF:6:QVbxqBn/HLezl/OUnsj+ug== |
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f11141672 Location: |
Summary Statistics: Valid 10.0; StDev 2.4129281427805145; Min. 3.0; Mean 6.4; Max. 10.0 Variable Format: numeric Notes: UNF:6:esieHByr1fUH2wKSMd16jQ== |
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f11141672 Location: |
Summary Statistics: Min. 12.3; Mean 17.09; Valid 10.0; Max. 25.0; StDev 4.353402245498469 Variable Format: numeric Notes: UNF:6:ZjpTx2CmclMHxyDDV+TC6g== |
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f11141672 Location: |
Summary Statistics: Valid 10.0; StDev 1.5238839267549948; Mean 2.9; Max. 5.0; Min. 1.0; Variable Format: numeric Notes: UNF:6:peARlkxvg1ffIzpkXan7cw== |
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f11141672 Location: |
Summary Statistics: Mean 0.551; Max. 0.7; Valid 10.0; StDev 0.09409805760186787; Min. 0.44 Variable Format: numeric Notes: UNF:6:/n4YsFaP1XjWsy75cT208A== |
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f11141672 Location: |
Summary Statistics: Mean 1.5; Min. 0.0; Max. 3.0; Valid 10.0; StDev 1.0801234497346435 Variable Format: numeric Notes: UNF:6:Q0P1eBgI8BdxtEpPne8Kwg== |
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f11141672 Location: |
Variable Format: character Notes: UNF:6:k5lObh35Isjjj8Ajau2whQ== |
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f11141673 Location: |
Variable Format: character Notes: UNF:6:QVbxqBn/HLezl/OUnsj+ug== |
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f11141673 Location: |
Variable Format: character Notes: UNF:6:WLH3e8pyPRjIs1hqUwoTBw== |
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f11141673 Location: |
Variable Format: character Notes: UNF:6:EaVSKVNIYs18PKuuNK1bmg== |
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f11141673 Location: |
Variable Format: character Notes: UNF:6:d3B8DQ2EElXPKzcR3XhD2A== |
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f11141673 Location: |
Variable Format: character Notes: UNF:6:UvIL2VRGc2QzxcQIMqJeZQ== |
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f11141673 Location: |
Variable Format: character Notes: UNF:6:kvq83g+mnXlzMVMr8w9lhQ== |
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f11141673 Location: |
Variable Format: character Notes: UNF:6:C+dK+LHFRxgXjdX3QaP47w== |
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f11141675 Location: |
Variable Format: character Notes: UNF:6:bpKE6+IQ1A3ex3uNqfVYpQ== |
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f11141675 Location: |
Variable Format: character Notes: UNF:6:VLQlJ6RD86LcuzFsi+GnXw== |
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f11141675 Location: |
Variable Format: character Notes: UNF:6:+80y0DyNljmKgkd4pRp/TA== |
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f11141675 Location: |
Variable Format: character Notes: UNF:6:n08cFjuHGrKM1/vWo8VHkA== |
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f11141675 Location: |
Variable Format: character Notes: UNF:6:I+BHkeBTgC4+l1sj0BC21w== |
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f11141675 Location: |
Variable Format: character Notes: UNF:6:zzPkgIFrQR87NyQkOxXTJw== |
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f11141676 Location: |
Variable Format: character Notes: UNF:6:bpKE6+IQ1A3ex3uNqfVYpQ== |
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f11141676 Location: |
Variable Format: character Notes: UNF:6:jZnke0M6eQctT0IvkOfJCQ== |
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f11141676 Location: |
Summary Statistics: Valid 10.0; Mean 4.164; Min. 3.12; Max. 4.84; StDev 0.5132727236946153 Variable Format: numeric Notes: UNF:6:aeG0MAOyngIWsqFBlNjwPw== |
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f11141676 Location: |
Variable Format: character Notes: UNF:6:tN3MT3rcHcHCxft4yuygLA== |
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f11141676 Location: |
Variable Format: character Notes: UNF:6:mq/hb7q708DP/j3mvPyGrQ== |
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f11141676 Location: |
Variable Format: character Notes: UNF:6:MYzKsWsptmbywisQFKns7Q== |
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Label: |
README.txt |
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Notes: |
text/plain |