Dataset for Design Ideation Study (doi:10.18710/PZQC4A)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Dataset for Design Ideation Study

doi:10.18710/PZQC4A

DataverseNO

2021-07-21

1

Abelson, Filip Gornitzka; Dybvik, Henrikke; Steinert, Martin, 2021, "Dataset for Design Ideation Study", https://doi.org/10.18710/PZQC4A, DataverseNO, V1, UNF:6:1NVkv2+s87SAf1qR8RRwvg== [fileUNF]

Dataset for Design Ideation Study

doi:10.18710/PZQC4A

Abelson, Filip Gornitzka (TrollLABS, Department of Mechanical and Industrial Engineering, Norwegian University of Science and Technology (NTNU))

Dybvik, Henrikke (TrollLABS, Department of Mechanical and Industrial Engineering, Norwegian University of Science and Technology (NTNU))

Steinert, Martin (TrollLABS, Department of Mechanical and Industrial Engineering, Norwegian University of Science and Technology (NTNU))

Abelson, Filip Gornitzka

Dybvik, Henrikke

Steinert, Martin

TrollLABS

2021

Pupil Capture

Psychopy

Python

DataverseNO

NTNU – Norwegian University of Science and Technology

Abelson, Filip Gornitzka

Dybvik, Henrikke

Abelson, Filip Gornitzka

2021-07-19

https://doi.org/10.18710/PZQC4A

Engineering, Other, Eye tracking, Design ideation, Analogical reasoning

<h2>Study information </h2> <p>Design ideation study (N = 24) using eye tracking technology. Participants solved a total of twelve design problems while receiving inspirational stimuli on a monitor. Their task was to generate as many solutions to each problem and explain their solution briefly by thinking aloud. The study allows for getting further insight into how inspirational stimuli improve idea fluency during design ideation. <br>This dataset features processed data from the experiment. Eye tracking data includes gaze data, fixation data, blink data, and pupillometry data for all participants.</p> <p> The study is based on the following research paper and follows the same experimental setup: <blockquote>Goucher-Lambert, K., Moss, J., & Cagan, J. (2019). A neuroimaging investigation of design ideation with and without inspirational stimuli—understanding the meaning of near and far stimuli. Design Studies, 60, 1-38. <a href="https://doi.org/10.1016/j.destud.2018.07.001">DOI</a></blockquote> </p> <h3>Dataset </h3> <p>Most files in the dataset are saved as CSV files or other human readable file formats. Large files are saved in Hierarchical Data Format (HDF5/H5) to allow for smaller file sizes and higher compression. </p> <p> All data is described thoroughly in <code>00_ReadMe.txt</code>. The following processed data is included in the dataset: <li>Concatenated annotations file of experimental flow for all participants (CSV).<br> <li>All eye tracking raw data in concatenated files. Annotated with only participant ID. (CSV/HDF5) <li>Annotated eye tracking data for ideation routines only. A subset of the files above. (CSV/HDF5) <li>Audio transcriptions from Google Cloud Speech-to-Text API of each recording with annotations. (CSV) <li>Raw API response for each transcription. These files include time offset for each word in a recording. (JSON) <li>Data for questionnaire feedback and ideas generated during the experiment. (CSV) <li>Data for the post-experiment survey, including demographic information (TSV).</p> <p> Python code used for the open-source experimental setup and dataset construction is hosted at <a href="https://github.com/filiabel/design_ideation_experiment">GitHub</a>. Repository also includes code of how the dataset has been further processed. </p>

2021-06-11-2021-06-21

Eye tracking data

Audio transcriptions

Survey data

https://doi.org/10.5281/zenodo.5130090

https://hdl.handle.net/11250/2765034

https://doi.org/10.1016/j.destud.2018.07.001

• Number of cases: 576

• No. of variables per record: 8

• Type of File: text/tab-separated-values

UNF:6:LY6D54HICU9/tIZwo9AAig==

• Number of cases: 288

• No. of variables per record: 9

• Type of File: text/tab-separated-values

UNF:6:C3spgEEPHNRMt+7DsVYGXw==

• Number of cases: 7156

• No. of variables per record: 23

• Type of File: text/tab-separated-values

UNF:6:mtAMh5nkzSmd7jLTgiij+w==

• Number of cases: 23814

• No. of variables per record: 6

• Type of File: text/tab-separated-values

UNF:6:cfP4uWyUFw/5eIOrP5goYQ==

• Number of cases: 14118

• No. of variables per record: 10

• Type of File: text/tab-separated-values

UNF:6:7xTN2Y/Y53M6yoAZHj6DTQ==

• Number of cases: 24

• No. of variables per record: 13

• Type of File: text/tab-separated-values

UNF:6:YMdYd/oSsDxB2IHzuyvWAQ==

• participant_id - participant_id
• problem_id - problem_id
• stimuli - stimuli
• wordset - wordset
• problem - problem
• words - words
• transcription - transcription
• transcription_sr - transcription_sr
• group_id - group_id
• participant_id - participant_id
• problem_id - problem_id
• stimuli - stimuli
• feedback_novelty - feedback_novelty
• feedback_quality - feedback_quality
• feedback_relevant - feedback_relevant
• feedback_useful - feedback_useful
• idea_total - idea_total
• timestamp - timestamp
• label - label
• duration - duration
• feedback_novelty - feedback_novelty
• feedback_quality - feedback_quality
• feedback_relevant - feedback_relevant
• feedback_useful - feedback_useful
• group_id - group_id
• idea_timestamp - idea_timestamp
• idea_total - idea_total
• oneback_correct - oneback_correct
• oneback_reactiontime - oneback_reactiontime
• oneback_score - oneback_score
• oneback_total - oneback_total
• participant_id - participant_id
• problem_id - problem_id
• stimuli - stimuli
• word1 - word1
• word2 - word2
• word3 - word3
• word4 - word4
• word5 - word5
• wordset - wordset
• participant_id - participant_id
• id - id
• start_timestamp - start_timestamp
• duration - duration
• end_timestamp - end_timestamp
• confidence - confidence
• participant_id - participant_id
• id - id
• start_timestamp - start_timestamp
• duration - duration
• end_timestamp - end_timestamp
• confidence - confidence
• problem_id - problem_id
• stimuli - stimuli
• wordset - wordset
• idea_total - idea_total
• participant_id - participant_id
• age - age
• gender - gender
• dominant_hand - dominant_hand
• completed_education - completed_education
• study_prog - study_prog
• caffeine - caffeine
• hours_awake - hours_awake
• hours_sleep - hours_sleep
• hours_usual_sleep - hours_usual_sleep
• current_education - current_education
• eyesight - eyesight
• caffeine_time - caffeine_time

f104488 Location:

Summary Statistics: Min. 1.0; StDev 6.928203230275509; Max. 24.0; Valid 576.0; Mean 12.5

Variable Format: numeric

Notes: UNF:6:Pkt4glZMAoLDrfIXVCs23Q==

f104488 Location:

Summary Statistics: Valid 576.0; Mean 6.5; Max. 12.0; StDev 3.455053010352783; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:myqrux2DN0jq3yPLGOk/lw==

f104488 Location:

Variable Format: character

Notes: UNF:6:xHP7Pt9/QvnGfd/3Q0RC7A==

f104488 Location:

Summary Statistics: Min. 1.0; StDev 0.5004345937369794; Valid 576.0; Max. 2.0; Mean 1.5;

Variable Format: numeric

Notes: UNF:6:DGJYF9noVUmRfgIEDC+YRw==

f104488 Location:

Variable Format: character

Notes: UNF:6:r+S5KzPycInGA4Ja9mRMzw==

f104488 Location:

Variable Format: character

Notes: UNF:6:R057Aq7nbIvjGx+B1EVfCA==

f104488 Location:

Variable Format: character

Notes: UNF:6:RzpsuawOQwBXJuQVeCjnEw==

f104488 Location:

Variable Format: character

Notes: UNF:6:eWAtHqL7dz5D8eVkLCVt6A==

f104490 Location:

Variable Format: character

Notes: UNF:6:vqeXp3yfTdXpCKtsgcE5kg==

f104490 Location:

Summary Statistics: Max. 24.0; StDev 6.934235624304945; Min. 1.0; Mean 12.5; Valid 288.0

Variable Format: numeric

Notes: UNF:6:BZ2a0afAqReu1pZV/MDs8g==

f104490 Location:

Summary Statistics: StDev 3.458061328737549; Mean 6.5; Min. 1.0; Max. 12.0; Valid 288.0

Variable Format: numeric

Notes: UNF:6:EGgkaugY1a6L6vQ+FNnlfw==

f104490 Location:

Variable Format: character

Notes: UNF:6:LGU30W0jXK/kzr/iuqPnJw==

f104490 Location:

Summary Statistics: Min. 1.0; Mean 2.569444444444445; Valid 288.0; StDev 1.1932024532592123; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:eiDJfR6/B3JpgL5aBK6WgQ==

f104490 Location:

Summary Statistics: Mean 2.541666666666666; StDev 1.0682298360270586; Min. 1.0; Max. 5.0; Valid 288.0

Variable Format: numeric

Notes: UNF:6:8R2+TdppfGr/RDOTlGhyPQ==

f104490 Location:

Summary Statistics: StDev 1.140017311100572; Valid 288.0; Mean 3.4409722222222228; Min. 1.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:VOQoQB7wfOhJ2p+1EUTZWw==

f104490 Location:

Summary Statistics: Min. 1.0; Mean 2.7881944444444446; StDev 1.2716143284766586; Max. 5.0; Valid 288.0;

Variable Format: numeric

Notes: UNF:6:Bi2RFFgfiHv0LZ0ej16agw==

f104490 Location:

Summary Statistics: Mean 6.5555555555555545; StDev 3.456605609317651; Valid 288.0; Min. 0.0; Max. 21.0;

Variable Format: numeric

Notes: UNF:6:+UxrqnP7eUSD5+F+LoyVhg==

f104479 Location:

Summary Statistics: Valid 7156.0; Mean 1538.0193927900561; Min. 0.5094041000120342; Max. 3422.1155400999123; StDev 762.2092132749048

Variable Format: numeric

Notes: UNF:6:GPerpUVHaC7cAYHk35eTbw==

f104479 Location:

Variable Format: character

Notes: UNF:6:sTQXSksUphUHOTA3iGerlg==

f104479 Location:

Summary Statistics: Min. 0.0; Valid 7156.0; Mean 8.76600700645615; StDev 22.462940357657455; Max. 859.6621705000289

Variable Format: numeric

Notes: UNF:6:DGsweqkkUh9dwQIwcVReIQ==

f104479 Location:

Summary Statistics: Min. 1.0; StDev 1.1932024532592123; Mean 2.569444444444445; Valid 288.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:tQRGFeG1TwkISrfqc1Cm6A==

f104479 Location:

Summary Statistics: Min. 1.0; Valid 288.0; Mean 2.541666666666666; Max. 5.0; StDev 1.0682298360270586

Variable Format: numeric

Notes: UNF:6:UtImJnFaIbE2vRczlI0w/A==

f104479 Location:

Summary Statistics: Min. 1.0; Max. 5.0; StDev 1.140017311100572; Mean 3.4409722222222228; Valid 288.0

Variable Format: numeric

Notes: UNF:6:1N7gu0Pzx+l+K46fSw53lg==

f104479 Location:

Summary Statistics: Valid 288.0; Max. 5.0; Min. 1.0; StDev 1.2716143284766586; Mean 2.7881944444444446

Variable Format: numeric

Notes: UNF:6:zStTBleTXHbVLn5zj3vJKg==

f104479 Location:

Variable Format: character

Notes: UNF:6:2Jutw8FufFV9Poy6YV8JfQ==

f104479 Location:

Summary Statistics: Mean 29.47066257158789; Min. 1.141382300062105; StDev 15.644013225796101; Valid 1888.0; Max. 59.936374780139886

Variable Format: numeric

Notes: UNF:6:CXZsP4GQeGKQj/mnHhaxnQ==

f104479 Location:

Summary Statistics: Max. 13.0; Valid 576.0; StDev 2.146607254556365; Mean 3.277777777777778; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:QHXSeVNuUshazu5sOCjteA==

f104479 Location:

Summary Statistics: Mean 13.270833333333332; Valid 576.0; StDev 1.7122322069260276; Min. 6.0; Max. 18.0;

Variable Format: numeric

Notes: UNF:6:gMoXaBYbuT1ySsbP4KNz7w==

f104479 Location:

Summary Statistics: Mean 0.600926526074394; StDev 0.13450821253343184; Min. 0.3239023600472137; Valid 3132.0; Max. 1.657335399882868

Variable Format: numeric

Notes: UNF:6:DAE1vWr6iQg+GC6n8iNBag==

f104479 Location:

Summary Statistics: StDev 0.0693203773979044; Valid 576.0; Min. 0.5454545454545454; Mean 0.9713174042264519; Max. 1.0

Variable Format: numeric

Notes: UNF:6:jRWFHmDolZ7VP+v2tb3YoQ==

f104479 Location:

Summary Statistics: Max. 19.0; StDev 1.4851915977831267; Min. 10.0; Mean 13.664930555555555; Valid 576.0

Variable Format: numeric

Notes: UNF:6:5eLwZeVlBAztzEOt34h3qQ==

f104479 Location:

Summary Statistics: Min. 1.0; Valid 7156.0; Max. 24.0; Mean 12.355226383455136; StDev 6.909791253639037

Variable Format: numeric

Notes: UNF:6:NUfcEY70XXNeISHMJdHEVQ==

f104479 Location:

Summary Statistics: Min. 1.0; Valid 6748.0; StDev 3.4511657764792614; Mean 6.5090397154712445; Max. 12.0;

Variable Format: numeric

Notes: UNF:6:h+XFk2bc74lnxMSboqa1ig==

f104479 Location:

Variable Format: character

Notes: UNF:6:HBYdWcpP5tO9y7J218TR0w==

f104479 Location:

Variable Format: character

Notes: UNF:6:Q3iKhlsweFhMr3j9UDMANg==

f104479 Location:

Variable Format: character

Notes: UNF:6:oFPcNTHx88gJrxmR/7Gffg==

f104479 Location:

Variable Format: character

Notes: UNF:6:VOXH60kCK6XjlrCK4SdbWw==

f104479 Location:

Variable Format: character

Notes: UNF:6:bTfBH5AdFwYKoN4fQ2rOog==

f104479 Location:

Variable Format: character

Notes: UNF:6:mz4oeykI9WPWmWus9QKP9A==

f104479 Location:

Summary Statistics: Max. 2.0; Valid 2752.0; Min. 1.0; StDev 0.498846736860454; Mean 1.4647529069767438;

Variable Format: numeric

Notes: UNF:6:4xPu99Dh4opY+5PRhLZ3pQ==

f104483 Location:

Summary Statistics: StDev 6.507560579062269; Mean 13.285042412026979; Max. 24.0; Valid 23814.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:J4KEhcP29Xh7c8WQf7FVzA==

f104483 Location:

Summary Statistics: StDev 491.71262061922795; Max. 2503.0; Valid 23814.0; Min. 1.0; Mean 623.3974972705294;

Variable Format: numeric

Notes: UNF:6:E2Djcz1JsyUXKVtCwk4pqQ==

f104483 Location:

Summary Statistics: Mean 1510.00167441569; Valid 23814.0; StDev 842.9228937201366; Max. 3431.281288799946; Min. 0.2948599000228569

Variable Format: numeric

Notes: UNF:6:WN7SxGo+Cdw5Fjgq7QIJPQ==

f104483 Location:

Summary Statistics: StDev 0.9175423259960952; Mean 0.4063070768458629; Max. 32.050994999939576; Valid 23814.0; Min. 0.0999469999223947

Variable Format: numeric

Notes: UNF:6:t37gLMLjTN17qxDIgVM0ig==

f104483 Location:

Summary Statistics: Mean 1510.407981492515; Min. 0.6028169000055641; Valid 23814.0; Max. 3431.5971687999554; StDev 842.9080929889345

Variable Format: numeric

Notes: UNF:6:Vj0n06fcxcTm3U6iqkUL3Q==

f104483 Location:

Summary Statistics: Valid 23814.0; Mean 0.5295108155158941; StDev 0.10302495092209926; Min. 0.0193934866630657; Max. 0.7183429140899197

Variable Format: numeric

Notes: UNF:6:04IGYFzp5GbSXPw/HwMdWQ==

f104486 Location:

Summary Statistics: Min. 1.0; StDev 6.398931845396404; Mean 13.358124380222586; Valid 14118.0; Max. 24.0;

Variable Format: numeric

Notes: UNF:6:dUvf0u+ZA9oVc9sk+/o/yg==

f104486 Location:

Summary Statistics: StDev 483.50455694167636; Mean 689.7889219436137; Valid 14118.0; Min. 24.0; Max. 2459.0;

Variable Format: numeric

Notes: UNF:6:tuPDPUKdwDekoPzB8fKXSg==

f104486 Location:

Summary Statistics: Min. 185.4119271999225; Valid 14118.0; StDev 762.7974371591115; Mean 1626.9655474080412; Max. 3375.5296297998866

Variable Format: numeric

Notes: UNF:6:DAgWl5PnH4JD7anMKfxCwQ==

f104486 Location:

Summary Statistics: Max. 23.597521999967285; Mean 0.4019837249615829; Valid 14118.0; StDev 0.8209965292273884; Min. 0.1179459999548271

Variable Format: numeric

Notes: UNF:6:wCuT0h+N4DB6Y1KYgo+fbw==

f104486 Location:

Summary Statistics: Max. 3375.7810727999317; Min. 185.65188219991975; StDev 762.7779833223128; Valid 14118.0; Mean 1627.3675311330092

Variable Format: numeric

Notes: UNF:6:qoD+G/YDf4VcbcxNvJPQmg==

f104486 Location:

Summary Statistics: StDev 0.10234603792003541; Min. 0.0217650478324908; Max. 0.7183429140899197; Valid 14118.0; Mean 0.5217677245048867

Variable Format: numeric

Notes: UNF:6:h34BfPxzzfIoTg/8bZaxzQ==

f104486 Location:

Summary Statistics: Mean 6.722340274826481; Min. 1.0; StDev 3.432152101975642; Max. 12.0; Valid 14118.0

Variable Format: numeric

Notes: UNF:6:g3+s3q6+Me3CH7CrM1E79g==

f104486 Location:

Variable Format: character

Notes: UNF:6:vBeYGxx7Bbgku/IYMNIGqg==

f104486 Location:

Summary Statistics: Valid 14118.0; StDev 0.5000088582570935; Max. 2.0; Mean 1.4970250743731401; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:t6Wdffpu5iywFQQ5bTCrdg==

f104486 Location:

Summary Statistics: Max. 13.0; Mean 3.3261085139537983; Min. 0.0; StDev 2.0931180204455413; Valid 14118.0

Variable Format: numeric

Notes: UNF:6:QHuVTgaCEZLXLgo4n6Acyg==

f104494 Location:

Summary Statistics: Max. 24.0; StDev 7.0710678118654755; Mean 12.5; Min. 1.0; Valid 24.0

Variable Format: numeric

Notes: UNF:6:5HqpS8Ml+7CQkgH7j/iZJA==

f104494 Location:

Summary Statistics: StDev 2.8930200858948947; Mean 25.75; Max. 35.0; Valid 24.0; Min. 23.0;

Variable Format: numeric

Notes: UNF:6:lgetOmmaFXXUBIGllsl70Q==

f104494 Location:

Variable Format: character

Notes: UNF:6:L8eGWBvXov96iOpPsMve3A==

f104494 Location:

Variable Format: character

Notes: UNF:6:UqmOi996bl0T3gqkfHYKjQ==

f104494 Location:

Variable Format: character

Notes: UNF:6:qPLWbTOfyA4EoQymglY7hg==

f104494 Location:

Variable Format: character

Notes: UNF:6:cjpRVir2Bd0dwbiIL7PwMA==

f104494 Location:

Summary Statistics: StDev 0.9078961186825507; Valid 24.0; Min. 0.0; Mean 0.7083333333333334; Max. 4.0

Variable Format: numeric

Notes: UNF:6:Px0fZd6yj+kcKOSkzyWNNA==

f104494 Location:

Summary Statistics: Min. 1.0; Mean 5.0; Valid 24.0; StDev 2.570738347668606; Max. 12.0

Variable Format: numeric

Notes: UNF:6:1pprHq+8zT6osyln6Bo2Ng==

f104494 Location:

Summary Statistics: Mean 6.625; StDev 1.4084373085707127; Min. 3.0; Valid 24.0; Max. 10.0;

Variable Format: numeric

Notes: UNF:6:gZzIxcEju5m3+wf/x0kYvQ==

f104494 Location:

Summary Statistics: Max. 9.0; StDev 1.1000658741803746; Mean 7.583333333333333; Valid 24.0; Min. 4.0

Variable Format: numeric

Notes: UNF:6:PJY5VVKGn9RKoDZQnzysAw==

f104494 Location:

Variable Format: character

Notes: UNF:6:Rvfcu8efid+ATjziwJskBw==

f104494 Location:

Variable Format: character

Notes: UNF:6:q7nFtNTvCpOveTc6qTS3wA==

f104494 Location:

Variable Format: character

Notes: UNF:6:0r5W/df48ZKancdFI9Pdxw==

Label:

00_ReadMe.txt

text/plain

Label:

consent_form.pdf

application/pdf

Label:

api_responses.zip

Text:

Zipped folder of all responses from Google Speech-to-Text API.

application/zip

Label:

all_fixations.h5

application/x-h5

Label:

all_gaze.h5

application/x-h5

Label:

all_pupillometry.h5

application/x-h5

Label:

annotated_fixations.h5

application/x-h5

Label:

annotated_gaze.h5

application/x-h5

Label:

annotated_pupillometry.h5

application/x-h5