{"id":"https://openalex.org/W2594150235","doi":null,"title":"Predicting physical fitness outcomes of exercise rehabilitation: An retrospective examination of program admission data from patient records in a hospital-based early outpatient cardiac rehabilitation program","display_name":"Predicting physical fitness outcomes of exercise rehabilitation: An retrospective examination of program admission data from patient records in a hospital-based early outpatient cardiac rehabilitation program","publication_year":1998,"publication_date":"1998-03-01","ids":{"openalex":"https://openalex.org/W2594150235","mag":"2594150235"},"language":"en","primary_location":{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/36880","doi":null,"is_oa":false,"landing_page_url":"http://scholar.lib.vt.edu/theses/available/etd-63198-9314/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086194016","display_name":"Francois Stephane Fabiato","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Francois Stephane Fabiato","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5086194016"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"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/T11083","display_name":"Cardiac Health and Mental Health","score":0.9574999809265137,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11083","display_name":"Cardiac Health and Mental Health","score":0.9574999809265137,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11209","display_name":"Cardiovascular and exercise physiology","score":0.04170000180602074,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology (medical)"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10352","display_name":"Physical Activity and Health","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cardiac-rehabilitation","display_name":"cardiac rehabilitation","score":0.9419999718666077},{"id":"https://openalex.org/keywords/exercise-tolerance","display_name":"exercise tolerance","score":0.6740000247955322},{"id":"https://openalex.org/keywords/prognosis-prediction","display_name":"outcome prediction","score":0.6930000185966492},{"id":"https://openalex.org/keywords/exercise-testing","display_name":"exercise testing","score":0.36399999260902405},{"id":"https://openalex.org/keywords/weight-change","display_name":"weight change","score":0.7070000171661377},{"id":"https://openalex.org/keywords/heart-rate","display_name":"heart rate","score":0.7979999780654907},{"id":"https://openalex.org/keywords/psychosocial-factors","display_name":"psychosocial factors","score":0.6010000109672546},{"id":"https://openalex.org/keywords/social-status","display_name":"social status","score":0.5239999890327454},{"id":"https://openalex.org/keywords/emotional-state","display_name":"emotional state","score":0.7910000085830688},{"id":"https://openalex.org/keywords/calcium-channel-blockers","display_name":"calcium channel blockers","score":0.7329999804496765},{"id":"https://openalex.org/keywords/coronary-artery-bypass-grafting","display_name":"coronary artery bypass grafting","score":0.8169999718666077},{"id":"https://openalex.org/keywords/angioplasty","display_name":"angioplasty","score":0.8209999799728394},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"blood pressure","score":0.5799999833106995},{"id":"https://openalex.org/keywords/quality-of-life","display_name":"quality of life","score":0.6740000247955322},{"id":"https://openalex.org/keywords/supervised-exercise","display_name":"supervised exercise","score":0.578000009059906},{"id":"https://openalex.org/keywords/economic-justification","display_name":"economic justification","score":0.42100000381469727}],"concepts":[{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.691466212272644},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6014488339424133},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.5556210279464722},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5295549035072327},{"id":"https://openalex.org/C171687745","wikidata":"https://www.wikidata.org/wiki/Q309252","display_name":"Physical fitness","level":2,"score":0.4102005958557129},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1337490677833557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0596865713596344}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/36880","doi":null,"is_oa":false,"landing_page_url":"http://scholar.lib.vt.edu/theses/available/etd-63198-9314/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},{"id":"mag:2594150235","doi":null,"is_oa":false,"landing_page_url":"https://scholar.lib.vt.edu/theses/available/etd-63198-9314/unrestricted/etd.pdf","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":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":1.0,"display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W46957710","https://openalex.org/W55411149","https://openalex.org/W1481229588","https://openalex.org/W1604025867","https://openalex.org/W1964727552","https://openalex.org/W1969850390","https://openalex.org/W1972543208","https://openalex.org/W1973003715","https://openalex.org/W1976154872","https://openalex.org/W1984731050","https://openalex.org/W1986462955","https://openalex.org/W1986566116","https://openalex.org/W1986619348","https://openalex.org/W1986619922","https://openalex.org/W1992452282","https://openalex.org/W2006584012","https://openalex.org/W2008013057","https://openalex.org/W2008620996","https://openalex.org/W2008741940","https://openalex.org/W2015984493","https://openalex.org/W2017240090","https://openalex.org/W2018384445","https://openalex.org/W2022044052","https://openalex.org/W2024650531","https://openalex.org/W2028596144","https://openalex.org/W2029156056","https://openalex.org/W2033286858","https://openalex.org/W2041376119","https://openalex.org/W2046555776","https://openalex.org/W2047922146","https://openalex.org/W2057426291","https://openalex.org/W2068643796","https://openalex.org/W2071835044","https://openalex.org/W2073708207","https://openalex.org/W2094116717","https://openalex.org/W2096380667","https://openalex.org/W2098500937","https://openalex.org/W2101777179","https://openalex.org/W2108466007","https://openalex.org/W2117635020","https://openalex.org/W2139728486","https://openalex.org/W2159591386","https://openalex.org/W2331356409","https://openalex.org/W2395426075","https://openalex.org/W2411409233","https://openalex.org/W2417502965","https://openalex.org/W2418372255","https://openalex.org/W2474071347","https://openalex.org/W2589617891","https://openalex.org/W2776749560","https://openalex.org/W2898263469","https://openalex.org/W4247114730","https://openalex.org/W4249079579"],"related_works":["https://openalex.org/W2589617891","https://openalex.org/W2088000235","https://openalex.org/W2737827067","https://openalex.org/W2019603593","https://openalex.org/W2028596144","https://openalex.org/W1971231280","https://openalex.org/W2080373561","https://openalex.org/W2043230398","https://openalex.org/W2065773452","https://openalex.org/W1983957820"],"abstract_inverted_index":{"Economic":[0],"justification":[1],"for":[2,10,80,108,206,283,338,430,477],"rehabilitative":[3],"services":[4],"has":[5],"resulted":[6],"in":[7,20,54,62,96,103,126,162,457,465,482,493,543,548],"the":[8,39,97,163,168,172,210,222,239,275,308,362,390,395,402,411,480,507,532],"need":[9,539],"outcome":[11,114,193,460],"based":[12,141,195,461],"research":[13],"which":[14,27],"could":[15,28,522],"quantify":[16],"success":[17,456],"or":[18,203,216,233,267],"failure":[19],"individual":[21],"patients":[22,59,82,101,127,208,291,547],"and":[23,46,76,132,178,332,356,380,426,435,450,503],"formulate":[24],"baseline":[25,42,447,490],"variables":[26,48,310,364,491],"predict":[29,50],"outcomes.":[30],"The":[31,154,281,336],"purpose":[32],"of":[33,41,57,139,175,190,264,277,285,290,354,446,479,484,489,510,515,534],"this":[34,416,494],"study":[35],"is":[36],"to":[37,49,72,84,119,159,218,235,259,279,393,400,475,531,540],"investigate":[38],"utilization":[40],"clinical,":[43,74,448],"exercise":[44,55,77,105,140,451,505],"test,":[45],"psychosocial":[47,75,449,472],"clinically":[51],"relevant":[52],"changes":[53,125,181],"tolerance":[56],"cardiac":[58,65,88,142,468],"who":[60,294,298,341,345],"participated":[61,102],"early":[63,86],"outpatient":[64,87,467],"rehabilitation.":[66,143,280,469],"Clinical":[67],"records":[68],"were":[69,186,209,397,506],"analyzed":[70],"retrospectively":[71],"obtain":[73],"test":[78],"data":[79,473],"94":[81],"referred":[83],"an":[85],"rehabilitation":[89],"program":[90],"at":[91,274,501],"a":[92],"large":[93],"urban":[94],"hospital":[95,466],"Southeast":[98],"US.":[99],"All":[100],"supervised":[104],"training":[106,113,121,183,459],"3d/wk":[107],"2-3":[109],"months.":[110],"A":[111,443],"standardized":[112],"score":[115,379],"STO)":[116],"was":[117,157,257,408],"devised":[118],"evaluate":[120],"effect":[122],"by":[123],"tabulating":[124],"predicted":[128],"VO2,":[129],"body":[130],"weight":[131],"exercising":[133],"heart":[134],"rates":[135,424,428],"after":[136],"8-12":[137],"weeks":[138],"STO":[144,164,169,197,212,229,245,463],"=":[145,224,241],"Predicted":[146,179],"VO2":[147],"change":[148,269],"+":[149],"BW":[150],"change-":[151],"HR":[152,177],"change.":[153],"Multi-Factorial":[155],"Analysis":[156],"applied":[158],"derive":[160],"coefficients":[161],"formula":[165],"so":[166],"that":[167,519],"scores":[170,213,230,246,464],"reflected":[171],"independent":[173,544],"effects":[174],"BW,":[176],"V02":[180],"on":[182,196,462],"outcome.":[184],"Patients":[185],"classified":[187,288],"into":[188],"one":[189],"three":[191],"possible":[192],"categories":[194],"scores,":[198],"i.e.":[199],"improvement,":[200,265],"no":[201,250,268,433,438],"change,":[202,251],"decline.":[204],"Thresholds":[205],"classifying":[207],"following;":[211],"greater":[214],"than":[215,232,486],"equal":[217,234],"3":[219,236,248],"SEM":[220,237],"above":[221],"mean":[223,240],"improved,":[225],"(N=":[226],"40:":[227],"41%),":[228],"less":[231],"below":[238],"decline,":[242,266],"(N=34:":[243],"35%),":[244],"within":[247],"SEM=":[249],"(N=23:":[252],"24%).":[253],"Multiple":[254],"logistic":[255],"regression":[256],"used":[258,399],"identify":[260],"patient":[261],"attributes":[262],"predictive":[263,313,367,528],"from":[270],"measures":[271,452],"routinely":[272],"collected":[273],"point":[276,413],"admission":[278],"model":[282,306,337,360,396],"prediction":[284,483],"improvement":[286,431,434],"correctly":[287],"70%":[289],"as":[292,311,365],"those":[293,297,340,344],"improved":[295],"vs.":[296,343,432,437],"did":[299,346],"not":[300,347],"(sensitivity":[301],"70%,":[302],"specificity":[303,357],"71%).":[304],"This":[305,359],"generated":[307,361],"following":[309,363],"having":[312,366],"capabilities;":[314,368],"recent":[315,324],"CABG,":[316],"emotional":[317],"status,":[318,320,370],"social":[319,369],"calcium":[321,371],"channel":[322,372],"blocker,":[323,373],"angioplasty,":[325],"maximum":[326,329],"diastolic":[327],"BP,":[328],"systolic":[330,334],"BP":[331],"resting":[333],"BP.":[335],"predicting":[339,458],"declined":[342],"decline":[348,436,439,485],"demonstrated":[349],"higher":[350],"correct":[351,422],"classification":[352,403,423],"rate":[353],"74%":[355],"(84%).":[358],"orthopedic":[374],"limitation,":[375],"role":[376],"function,":[377],"QOL":[378],"Digitalis.":[381],"However,":[382,512],"these":[383,516,520],"models":[384,517,538],"may":[385],"include":[386],"certain":[387],"bias":[388],"because":[389],"same":[391],"observations":[392],"fit":[394],"also":[398],"estimate":[401],"errors.":[404],"Therefore,":[405],"cross":[406,513],"validation":[407,514],"performed":[409],"utilizing":[410],"single":[412],"deletion":[414],"method;":[415],"method":[417],"yielded":[418],"somewhat":[419],"lower":[420],"fraction":[421],"(66%,69%)":[425],"sensitivity":[427],"(56%,44%)":[429],"groups":[440],"respectively.":[441],"Conclusion":[442],"combined":[444],"set":[445],"can":[453],"demonstrate":[454],"moderate":[455],"In":[470],"contrast":[471],"seem":[474],"account":[476],"more":[478],"variance":[481],"other":[487],"types":[488],"examined":[492],"study.":[495],"Baseline":[496],"blood":[497],"pressure":[498],"responses":[499],"both":[500],"rest":[502],"during":[504],"greatest":[508],"predictors":[509],"improvement.":[511],"indicates":[518],"results":[521],"be":[523,541],"biased":[524],"eliciting":[525],"overly":[526],"optimistic":[527],"capabilities,":[529],"due":[530],"analysis":[533],"fitted":[535],"data.":[536],"These":[537],"validated":[542],"sample":[545],"with":[546],"similar":[549],"settings.":[550]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2017-03-16T00:00:00"}