{"id":"https://openalex.org/W2804962286","doi":null,"title":"COMPREHENSIVE MANAGEMENT AND ANALYSIS OF COMPLEX AND LARGE RESEARCH DATASETS: AN APPLICATION IN COMMUNICATION SCIENCE AND DISORDERS","display_name":"COMPREHENSIVE MANAGEMENT AND ANALYSIS OF COMPLEX AND LARGE RESEARCH DATASETS: AN APPLICATION IN COMMUNICATION SCIENCE AND DISORDERS","publication_year":2018,"publication_date":"2018-05-25","ids":{"openalex":"https://openalex.org/W2804962286","mag":"2804962286"},"language":"en","primary_location":{"id":"pmh:oai:d-scholarship.pitt.edu:33802","doi":null,"is_oa":true,"landing_page_url":"https://d-scholarship.pitt.edu/33802/1/Dissertation%203rd%20April%202.pdf","pdf_url":"http://d-scholarship.pitt.edu/33802/1/Dissertation%203rd%20April%202.pdf","source":{"id":"https://openalex.org/S4306402372","display_name":"D-Scholarship@Pitt (University of Pittsburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I170201317","host_organization_name":"University of Pittsburgh","host_organization_lineage":["https://openalex.org/I170201317"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://d-scholarship.pitt.edu/33802/1/Dissertation%203rd%20April%202.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021245803","display_name":"Mohammed D Aldhoayan","orcid":"https://orcid.org/0000-0001-6813-9509","observed_orcids":["https://orcid.org/0000-0001-6813-9509"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mohammed D Aldhoayan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6813-9509","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5021245803"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.008999999612569809,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.002400000113993883,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/research-data-management","display_name":"research data management","score":0.925000011920929},{"id":"https://openalex.org/keywords/data-lifecycle","display_name":"data lifecycle","score":0.7350000143051147},{"id":"https://openalex.org/keywords/data-curation","display_name":"data curation","score":0.9980000257492065},{"id":"https://openalex.org/keywords/data-quality-assurance","display_name":"data quality assurance","score":0.9449999928474426},{"id":"https://openalex.org/keywords/automatic-data-extraction","display_name":"automated data extraction","score":0.5239999890327454},{"id":"https://openalex.org/keywords/structured-databases","display_name":"structured databases","score":0.4230000078678131},{"id":"https://openalex.org/keywords/database-usability","display_name":"database usability","score":0.722000002861023},{"id":"https://openalex.org/keywords/sentence-comprehension","display_name":"sentence comprehension","score":0.949999988079071},{"id":"https://openalex.org/keywords/working-memory","display_name":"working memory","score":0.9049999713897705},{"id":"https://openalex.org/keywords/short-term-memory","display_name":"short-term memory","score":0.9769999980926514},{"id":"https://openalex.org/keywords/language-processing","display_name":"language processing","score":0.7940000295639038},{"id":"https://openalex.org/keywords/garden-path-sentences","display_name":"garden-path sentences","score":0.9980000257492065},{"id":"https://openalex.org/keywords/communication-disorders","display_name":"communication disorders","score":0.5109999775886536},{"id":"https://openalex.org/keywords/data-processing-systems","display_name":"data processing systems","score":0.3409999907016754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7513687014579773},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6919177174568176},{"id":"https://openalex.org/C91632574","wikidata":"https://www.wikidata.org/wiki/Q15088675","display_name":"Data curation","level":2,"score":0.5654372572898865},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.5357441306114197},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5210620760917664},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.493887722492218},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.49241960048675537},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.48175978660583496},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4764041006565094},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4336673617362976},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3866499066352844},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35382822155952454},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3354080319404602},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.15957394242286682},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11828073859214783},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:d-scholarship.pitt.edu:33802","doi":null,"is_oa":true,"landing_page_url":"https://d-scholarship.pitt.edu/33802/1/Dissertation%203rd%20April%202.pdf","pdf_url":"http://d-scholarship.pitt.edu/33802/1/Dissertation%203rd%20April%202.pdf","source":{"id":"https://openalex.org/S4306402372","display_name":"D-Scholarship@Pitt (University of Pittsburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I170201317","host_organization_name":"University of Pittsburgh","host_organization_lineage":["https://openalex.org/I170201317"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"mag:2804962286","doi":null,"is_oa":false,"landing_page_url":"http://d-scholarship.pitt.edu/33802/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:d-scholarship.pitt.edu:33802","doi":null,"is_oa":true,"landing_page_url":"https://d-scholarship.pitt.edu/33802/1/Dissertation%203rd%20April%202.pdf","pdf_url":"http://d-scholarship.pitt.edu/33802/1/Dissertation%203rd%20April%202.pdf","source":{"id":"https://openalex.org/S4306402372","display_name":"D-Scholarship@Pitt (University of Pittsburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I170201317","host_organization_name":"University of Pittsburgh","host_organization_lineage":["https://openalex.org/I170201317"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.4000000059604645}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306127","display_name":"U.S. Department of Veterans Affairs","ror":"https://ror.org/05rsv9s98"},{"id":"https://openalex.org/F4320310094","display_name":"University of Washington","ror":"https://ror.org/00cvxb145"},{"id":"https://openalex.org/F4320310174","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305"},{"id":"https://openalex.org/F4320312387","display_name":"Temple University","ror":"https://ror.org/00kx1jb78"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2804962286.pdf","grobid_xml":"https://content.openalex.org/works/W2804962286.grobid-xml"},"referenced_works_count":139,"referenced_works":["https://openalex.org/W3767694","https://openalex.org/W36342825","https://openalex.org/W118495493","https://openalex.org/W129305155","https://openalex.org/W145630097","https://openalex.org/W161417954","https://openalex.org/W177163592","https://openalex.org/W564361206","https://openalex.org/W1479684118","https://openalex.org/W1484864026","https://openalex.org/W1500693574","https://openalex.org/W1533200471","https://openalex.org/W1552511798","https://openalex.org/W1556808170","https://openalex.org/W1568041512","https://openalex.org/W1575391024","https://openalex.org/W1593664614","https://openalex.org/W1604038184","https://openalex.org/W1857789879","https://openalex.org/W1967003875","https://openalex.org/W1968735115","https://openalex.org/W1971410477","https://openalex.org/W1973378060","https://openalex.org/W1973977722","https://openalex.org/W1977098485","https://openalex.org/W1978432045","https://openalex.org/W1981001688","https://openalex.org/W1981606818","https://openalex.org/W1985816353","https://openalex.org/W1985865058","https://openalex.org/W1989984421","https://openalex.org/W1994028212","https://openalex.org/W1994384613","https://openalex.org/W1995054327","https://openalex.org/W1995279104","https://openalex.org/W1997093112","https://openalex.org/W2000031724","https://openalex.org/W2000401689","https://openalex.org/W2000412342","https://openalex.org/W2002046757","https://openalex.org/W2003094610","https://openalex.org/W2005305064","https://openalex.org/W2005982775","https://openalex.org/W2006793355","https://openalex.org/W2008851579","https://openalex.org/W2011773465","https://openalex.org/W2016022053","https://openalex.org/W2016705394","https://openalex.org/W2019203209","https://openalex.org/W2020043099","https://openalex.org/W2020827746","https://openalex.org/W2021659726","https://openalex.org/W2025264833","https://openalex.org/W2027909523","https://openalex.org/W2030741364","https://openalex.org/W2030755591","https://openalex.org/W2036677851","https://openalex.org/W2037557484","https://openalex.org/W2039409871","https://openalex.org/W2040432586","https://openalex.org/W2041282815","https://openalex.org/W2041656211","https://openalex.org/W2044462355","https://openalex.org/W2044512285","https://openalex.org/W2052835309","https://openalex.org/W2053515873","https://openalex.org/W2058595961","https://openalex.org/W2060273828","https://openalex.org/W2062416219","https://openalex.org/W2065576503","https://openalex.org/W2066661277","https://openalex.org/W2070894903","https://openalex.org/W2071934951","https://openalex.org/W2072302260","https://openalex.org/W2072875864","https://openalex.org/W2074432970","https://openalex.org/W2075072883","https://openalex.org/W2077635626","https://openalex.org/W2079565252","https://openalex.org/W2080146740","https://openalex.org/W2083384085","https://openalex.org/W2083920084","https://openalex.org/W2084970997","https://openalex.org/W2086685131","https://openalex.org/W2088272628","https://openalex.org/W2089634871","https://openalex.org/W2093929314","https://openalex.org/W2093949644","https://openalex.org/W2099444170","https://openalex.org/W2105297890","https://openalex.org/W2110065044","https://openalex.org/W2113196126","https://openalex.org/W2113892562","https://openalex.org/W2114642823","https://openalex.org/W2115098571","https://openalex.org/W2115574276","https://openalex.org/W2116814040","https://openalex.org/W2117435210","https://openalex.org/W2117823388","https://openalex.org/W2118502261","https://openalex.org/W2120571425","https://openalex.org/W2121615320","https://openalex.org/W2122376319","https://openalex.org/W2131043924","https://openalex.org/W2133815814","https://openalex.org/W2135760566","https://openalex.org/W2137145004","https://openalex.org/W2138821455","https://openalex.org/W2141933093","https://openalex.org/W2142640630","https://openalex.org/W2144192824","https://openalex.org/W2144758282","https://openalex.org/W2147717883","https://openalex.org/W2150977824","https://openalex.org/W2151165380","https://openalex.org/W2158794889","https://openalex.org/W2159401492","https://openalex.org/W2159699097","https://openalex.org/W2159818719","https://openalex.org/W2160172778","https://openalex.org/W2161723141","https://openalex.org/W2161799789","https://openalex.org/W2162147895","https://openalex.org/W2165093166","https://openalex.org/W2165467455","https://openalex.org/W2169294797","https://openalex.org/W2170263696","https://openalex.org/W2289395892","https://openalex.org/W2293406771","https://openalex.org/W2328297508","https://openalex.org/W2409848640","https://openalex.org/W2417092864","https://openalex.org/W2441124914","https://openalex.org/W2474664182","https://openalex.org/W2521416656","https://openalex.org/W2795656446","https://openalex.org/W2991651364","https://openalex.org/W2992906897","https://openalex.org/W3021353408"],"related_works":["https://openalex.org/W2949631225","https://openalex.org/W4294991921","https://openalex.org/W2566262607","https://openalex.org/W6931550847","https://openalex.org/W2787570004","https://openalex.org/W6946275330","https://openalex.org/W3116259883","https://openalex.org/W2983431147","https://openalex.org/W2066661304","https://openalex.org/W6960461753"],"abstract_inverted_index":{"Today,":[0],"healthcare":[1],"is":[2,34,65,100],"awash":[3],"in":[4,15,38,279,343],"data.":[5],"With":[6],"the":[7,78,92,112,159,181,184,187,198,229,255,284,299,304,325,331,334],"increasing":[8],"number":[9],"of":[10,72,80,94,114,139,149,152,161,183,192,257,267,286,324,333],"data":[11,73,81,84,105,275,289],"resources":[12],"and":[13,19,29,44,59,75,83,107,123,130,134,165,177,189,194,213,240,260,270,291,308,317,340],"advancements":[14],"information":[16],"technology,":[17],"large":[18,167],"complex":[20],"research":[21,95,99,117,168,199],"datasets":[22,50,169,219,311],"are":[23,51],"at":[24,102],"hand":[25],"to":[26,67,87,174,306,315],"be":[27,244],"used":[28,278],"converted":[30],"into":[31],"knowledge,":[32],"which":[33],"one":[35],"critical":[36,66,337],"driver":[37],"our":[39],"journey":[40],"toward":[41],"effective,":[42],"efficient,":[43],"safe":[45],"healthcare.":[46],"However,":[47],"when":[48,217],"these":[49],"mismanaged":[52],"or":[53],"corrupted,":[54],"they":[55],"could":[56],"produce":[57],"low-quality":[58],"even":[60],"misleading":[61],"results.":[62],"Thus,":[63],"it":[64,262],"maintain":[68],"high":[69],"quality":[70,93,108,182],"standards":[71],"management":[74,106,292],"promote":[76],"for":[77,146],"concepts":[79],"lifecycle":[82],"curation":[85],"due":[86],"their":[88,171,310,341],"direct":[89],"impact":[90,342],"on":[91,330],"datasets.":[96],"This":[97],"dissertation":[98,281,326],"aimed":[101],"demonstrating":[103],"a":[104,115,121,127,136,175,287],"assurance":[109],"process":[110,160,309],"through":[111],"implementation":[113],"full":[116],"dataset":[118],"lifecycle,":[119],"building":[120],"centralized":[122],"secured":[124],"database":[125,179],"with":[126,301],"user-friendly":[128],"interface":[129],"assess":[131],"its":[132],"usability,":[133],"testing":[135],"theory-based":[137],"model":[138],"sentence":[140,230,265,344],"comprehension":[141,231,266,345],"using":[142,220,225],"structural":[143,248],"equation":[144,249],"modeling":[145,250],"four":[147],"types":[148],"sentences.":[150,273],"Results":[151,227],"this":[153,280],"study":[154,205],"have":[155,233,252,282],"shown":[156,207,234,254],"that":[157,208,235,294],"automating":[158],"extracting,":[162],"verifying,":[163],"transforming,":[164],"storing":[166],"from":[170,228],"source":[172],"files":[173],"structured":[176],"analysis-friendly":[178],"increases":[180],"data,":[185],"reduces":[186],"burden":[188],"time":[190,212],"waste":[191],"researchers,":[193,297],"facilitates":[195],"communications":[196],"between":[197,336],"team":[200],"members.":[201],"The":[202,247,274,322],"conducted":[203],"usability":[204],"has":[206],"users":[209],"spend":[210],"less":[211],"make":[214],"fewer":[215],"errors":[216],"retrieving":[218],"properly":[221],"designed":[222],"interfaces":[223],"than":[224],"spreadsheets.":[226],"analysis":[232],"language":[236],"processing,":[237],"short-term":[238],"memory,":[239],"working":[241,258],"memory":[242,259],"can":[243],"measured":[245],"separately.":[246],"analyses":[251],"also":[253,327],"importance":[256],"how":[261],"significantly":[263],"predicts":[264],"object":[268],"cleft":[269],"garden":[271],"path":[272],"processing":[276,290],"techniques":[277],"laid":[283],"cornerstone":[285],"generic":[288],"system":[293],"gives":[295],"clinical":[296],"especially":[298],"ones":[300],"limited":[302],"resources,":[303],"ability":[305],"manage":[307],"by":[312],"enabling":[313],"them":[314],"define":[316],"execute":[318],"different":[319],"extraction":[320],"rules.":[321],"results":[323],"provided":[328],"clarification":[329],"nature":[332],"interactions":[335],"cognitive":[338],"systems":[339],"deficits.":[346]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2018-06-01T00:00:00"}