{"status":"OK","data":{"id":106685,"identifier":"1MXM2L","persistentUrl":"https://doi.org/10.34894/1MXM2L","protocol":"doi","authority":"10.34894","separator":"/","publisher":"DataverseNL","publicationDate":"2021-08-11","storageIdentifier":"surf://10.34894/1MXM2L","effectiveDatasetFileCountLimit":10000,"datasetFileUploadsAvailable":9998,"datasetType":"dataset","locks":[],"latestVersion":{"id":3827,"datasetId":106685,"datasetPersistentId":"doi:10.34894/1MXM2L","datasetType":"dataset","storageIdentifier":"surf://10.34894/1MXM2L","versionNumber":1,"internalVersionNumber":19,"versionMinorNumber":0,"versionState":"RELEASED","latestVersionPublishingState":"RELEASED","deaccessionLink":"","lastUpdateTime":"2021-08-11T10:08:53Z","releaseTime":"2021-08-11T10:08:53Z","createTime":"2021-07-27T14:48:36Z","publicationDate":"2021-08-11","citationDate":"2021-08-11","effectiveDatasetFileCountLimit":10000,"datasetFileUploadsAvailable":9998,"license":{"name":"CC0-1.0","uri":"http://creativecommons.org/publicdomain/zero/1.0","iconUri":"https://licensebuttons.net/p/zero/1.0/88x31.png","rightsIdentifier":"CC0-1.0","rightsIdentifierScheme":"SPDX","schemeUri":"https://spdx.org/licenses/","languageCode":"en"},"fileAccessRequest":false,"metadataBlocks":{"citation":{"displayName":"Citation Metadata","name":"citation","fields":[{"typeName":"title","multiple":false,"typeClass":"primitive","value":"Replication Data for: The relation between complexity and resilient motor performance and the effects of differential learning"},{"typeName":"author","multiple":true,"typeClass":"compound","value":[{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Den Hartigh, Ruud"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"University of Groningen"},"authorIdentifierScheme":{"typeName":"authorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"authorIdentifier":{"typeName":"authorIdentifier","multiple":false,"typeClass":"primitive","value":"https://orcid.org/0000-0002-0094-8307"}},{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Otten, Sem"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"University of Groningen"}},{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Gruszczynska, Zuzanna"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"University of Groningen"}},{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Hill, Yannick"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"University of Groningen; Heidelberg University"},"authorIdentifier":{"typeName":"authorIdentifier","multiple":false,"typeClass":"primitive","value":"https://orcid.org/0000-0002-4382-2149"}}]},{"typeName":"datasetContact","multiple":true,"typeClass":"compound","value":[{"datasetContactName":{"typeName":"datasetContactName","multiple":false,"typeClass":"primitive","value":"Digital Competence Centre"},"datasetContactAffiliation":{"typeName":"datasetContactAffiliation","multiple":false,"typeClass":"primitive","value":"University of Groningen"}}]},{"typeName":"dsDescription","multiple":true,"typeClass":"compound","value":[{"dsDescriptionValue":{"typeName":"dsDescriptionValue","multiple":false,"typeClass":"primitive","value":"The first aim of this study was to test the possible relation between complexity and resilient motor performance (i.e., performance while being perturbed). The second aim was to test whether complexity and resilient performance improve through differential learning. To address our aims, we designed two parallel experiments involving a motor task, in which participants moved a stick with their non-dominant hand along a slider. Participants could score points by moving a cursor as fast and accurately as possible between two boxes, positioned on the right- and left side of the screen in front of them. In a first session, we determined the complexity by analyzing the temporal structure of variation in the box-to-box movement intervals with a Detrended Fluctuation Analysis. Then, we introduced perturbations to the task: We altered the tracking speed of the cursor relative to  the stick-movements briefly (i.e., 4 seconds) at intervals of 1 minute (Experiment 1), or we induced a prolonged change of the tracking speed each minute (Experiment 2). Subsequently, participants had three sessions of either classical learning or differential learning. Participants in the classical learning condition were trained to perform the ideal movement pattern, whereas those in the differential learning condition had to perform additional and irrelevant movements. Finally, we conducted a posttest that was the same as the first session. In both experiments, results showed moderate positive correlations between complexity and points scored (i.e., box touches) in the perturbation-period of the first session. Across the two experiments, only differential learning led to a higher complexity index (i.e., more prominent patterns of pink noise) from baseline to post-test. Unexpectedly, the classical learning group improved more in their resilient performance than the differential learning group. Both the dataset and the scripts used for the two studies are provided here."}}]},{"typeName":"subject","multiple":true,"typeClass":"controlledVocabulary","value":["Social Sciences"]},{"typeName":"keyword","multiple":true,"typeClass":"compound","value":[{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"adaptability"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"complex systems"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"detrended fluctuation analysis"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"non-linear dynamics"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"pink noise"}}]},{"typeName":"publication","multiple":true,"typeClass":"compound","value":[{"publicationCitation":{"typeName":"publicationCitation","multiple":false,"typeClass":"primitive","value":"Den Hartigh, R. J. R., Otten, S., Gruszczynska, Z. M., & Hill, Y. (2021). The relation between complexity and resilient motor performance and the effects of differential learning. Frontiers in Human Neuroscience."},"publicationIDType":{"typeName":"publicationIDType","multiple":false,"typeClass":"controlledVocabulary","value":"doi"},"publicationIDNumber":{"typeName":"publicationIDNumber","multiple":false,"typeClass":"primitive","value":"10.3389/fnhum.2021.715375"},"publicationURL":{"typeName":"publicationURL","multiple":false,"typeClass":"primitive","value":"https://www.frontiersin.org/articles/10.3389/fnhum.2021.715375/abstract"}}]},{"typeName":"depositor","multiple":false,"typeClass":"primitive","value":"Hartigh, den, Ruud"},{"typeName":"dateOfDeposit","multiple":false,"typeClass":"primitive","value":"2021-07-27"}]},"dansDataVaultMetadata":{"displayName":"Data Vault Metadata","name":"dansDataVaultMetadata","fields":[{"typeName":"dansDataversePid","multiple":false,"typeClass":"primitive","value":"doi:10.34894/1MXM2L"},{"typeName":"dansDataversePidVersion","multiple":false,"typeClass":"primitive","value":"1.0"},{"typeName":"dansBagId","multiple":false,"typeClass":"primitive","value":"urn:uuid:ed64ec84-be28-4b73-9080-f791655b6e1d"},{"typeName":"dansNbn","multiple":false,"typeClass":"primitive","value":"urn:nbn:nl:ui:13-c2843748-4583-42cd-970d-966920ea727d"}]}},"files":[{"description":"This folder includes the raw data of the baseline session (_1) and the posttest (_2) for the participants, saved in separate files. Data in the columns A (Time (in ms)) and D (Relative X position) were the data we worked with.","label":"Raw position Data baseline and posttest.zip","restricted":false,"version":1,"datasetVersionId":3827,"dataFile":{"id":108627,"persistentId":"","filename":"Raw position Data baseline and posttest.zip","contentType":"application/zip","friendlyType":"ZIP Archive","filesize":84850571,"description":"This folder includes the raw data of the baseline session (_1) and the posttest (_2) for the participants, saved in separate files. Data in the columns A (Time (in ms)) and D (Relative X position) were the data we worked with.","storageIdentifier":"surf://store:17b34ae220c-3d650031878f","rootDataFileId":-1,"checksum":{"type":"SHA-1","value":"614785fed9060e266358afd0b6d8e74bf79f210d"},"tabularData":false,"creationDate":"2021-08-11","publicationDate":"2021-08-11","lastUpdateTime":"2021-08-11T10:08:53Z","fileAccessRequest":false}},{"description":"This file includes all the participants of experiments 1 and 2, ordered in the first column (anonymized). The experimental conditions are in the second column (0=brief perturbations - Experiment 1, 2=prolonged perturbations - Experiment 2). The scores on the DFA index (complexity) are displayed in column 3. The scores on resilient performance (box touches) are displayed in column 4. These data allow replication of the results presented in the article. Raw data are saved in the zipped file \"Raw position Data baseline and posttest\". Additional information and Matlab scripts can be requested from Ruud den Hartigh (j.r.den.hartigh@rug.nl) or Yannick Hill (yannick.hill@issw.uni-heidelberg.de).  ","label":"Replication data set resilience and complexity anonymous.sav","restricted":false,"version":1,"datasetVersionId":3827,"dataFile":{"id":108625,"persistentId":"","filename":"Replication data set resilience and complexity anonymous.sav","contentType":"application/x-spss-sav","friendlyType":"SPSS Binary","filesize":4001,"description":"This file includes all the participants of experiments 1 and 2, ordered in the first column (anonymized). The experimental conditions are in the second column (0=brief perturbations - Experiment 1, 2=prolonged perturbations - Experiment 2). The scores on the DFA index (complexity) are displayed in column 3. The scores on resilient performance (box touches) are displayed in column 4. These data allow replication of the results presented in the article. Raw data are saved in the zipped file \"Raw position Data baseline and posttest\". Additional information and Matlab scripts can be requested from Ruud den Hartigh (j.r.den.hartigh@rug.nl) or Yannick Hill (yannick.hill@issw.uni-heidelberg.de).  ","storageIdentifier":"surf://store:17b34779d55-ca85641d9ce6","rootDataFileId":-1,"checksum":{"type":"SHA-1","value":"d69846bcc262c14bd1f928c74b099f928aa9225d"},"tabularData":false,"creationDate":"2021-08-11","publicationDate":"2021-08-11","lastUpdateTime":"2021-08-11T10:08:53Z","fileAccessRequest":false}}]}}}