J. Med. Internet Res. - Applying computer adaptive testing to optimize online assessment of suicidal behavior: a simulation study.

Tópicos

{ analysi(2126) use(1163) compon(1037) }
{ assess(1506) score(1403) qualiti(1306) }
{ control(1307) perform(991) simul(935) }
{ patient(2315) diseas(1263) diabet(1191) }
{ risk(3053) factor(974) diseas(938) }
{ survey(1388) particip(1329) question(1065) }
{ general(901) number(790) one(736) }
{ research(1085) discuss(1038) issu(1018) }
{ sampl(1606) size(1419) use(1276) }
{ data(1714) softwar(1251) tool(1186) }
{ structur(1116) can(940) graph(676) }
{ featur(3375) classif(2383) classifi(1994) }
{ method(1557) propos(1049) approach(1037) }
{ research(1218) medic(880) student(794) }
{ bind(1733) structur(1185) ligand(1036) }
{ method(984) reconstruct(947) comput(926) }
{ studi(1410) differ(1259) use(1210) }
{ cost(1906) reduc(1198) effect(832) }
{ result(1111) use(1088) new(759) }
{ decis(3086) make(1611) patient(1517) }
{ inform(2794) health(2639) internet(1427) }
{ system(1976) rule(880) can(841) }
{ studi(2440) review(1878) systemat(933) }
{ framework(1458) process(801) describ(734) }
{ error(1145) method(1030) estim(1020) }
{ model(2220) cell(1177) simul(1124) }
{ system(1050) medic(1026) inform(1018) }
{ model(2341) predict(2261) use(1141) }
{ perform(1367) use(1326) method(1137) }
{ monitor(1329) mobil(1314) devic(1160) }
{ model(2656) set(1616) predict(1553) }
{ medic(1828) order(1363) alert(1069) }
{ intervent(3218) particip(2042) group(1664) }
{ time(1939) patient(1703) rate(768) }
{ cancer(2502) breast(956) screen(824) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ imag(1947) propos(1133) code(1026) }
{ data(1737) use(1416) pattern(1282) }
{ measur(2081) correl(1212) valu(896) }
{ imag(1057) registr(996) error(939) }
{ sequenc(1873) structur(1644) protein(1328) }
{ method(1219) similar(1157) match(930) }
{ imag(2830) propos(1344) filter(1198) }
{ network(2748) neural(1063) input(814) }
{ imag(2675) segment(2577) method(1081) }
{ take(945) account(800) differ(722) }
{ motion(1329) object(1292) video(1091) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ problem(2511) optim(1539) algorithm(950) }
{ chang(1828) time(1643) increas(1301) }
{ learn(2355) train(1041) set(1003) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ extract(1171) text(1153) clinic(932) }
{ design(1359) user(1324) use(1319) }
{ care(1570) inform(1187) nurs(1089) }
{ search(2224) databas(1162) retriev(909) }
{ featur(1941) imag(1645) propos(1176) }
{ case(1353) use(1143) diagnosi(1136) }
{ howev(809) still(633) remain(590) }
{ data(3963) clinic(1234) research(1004) }
{ perform(999) metric(946) measur(919) }
{ import(1318) role(1303) understand(862) }
{ visual(1396) interact(850) tool(830) }
{ compound(1573) activ(1297) structur(1058) }
{ studi(1119) effect(1106) posit(819) }
{ blood(1257) pressur(1144) flow(957) }
{ spatial(1525) area(1432) region(1030) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ model(3480) simul(1196) paramet(876) }
{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ patient(2837) hospit(1953) medic(668) }
{ data(2317) use(1299) case(1017) }
{ age(1611) year(1155) adult(843) }
{ signal(2180) analysi(812) frequenc(800) }
{ group(2977) signific(1463) compar(1072) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ first(2504) two(1366) second(1323) }
{ activ(1138) subject(705) human(624) }
{ patient(1821) servic(1111) care(1106) }
{ use(2086) technolog(871) perceiv(783) }
{ can(981) present(881) function(850) }
{ health(1844) social(1437) communiti(874) }
{ high(1669) rate(1365) level(1280) }
{ use(976) code(926) identifi(902) }
{ use(1733) differ(960) four(931) }
{ drug(1928) target(777) effect(648) }
{ implement(1333) system(1263) develop(1122) }
{ estim(2440) model(1874) function(577) }
{ process(1125) use(805) approach(778) }
{ activ(1452) weight(1219) physic(1104) }
{ method(1969) cluster(1462) data(1082) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

CKGROUND: The Internet is used increasingly for both suicide research and prevention. To optimize online assessment of suicidal patients, there is a need for short, good-quality tools to assess elevated risk of future suicidal behavior. Computer adaptive testing (CAT) can be used to reduce response burden and improve accuracy, and make the available pencil-and-paper tools more appropriate for online administration.OBJECTIVE: The aim was to test whether an item response-based computer adaptive simulation can be used to reduce the length of the Beck Scale for Suicide Ideation (BSS).METHODS: The data used for our simulation was obtained from a large multicenter trial from The Netherlands: the Professionals in Training to STOP suicide (PITSTOP suicide) study. We applied a principal components analysis (PCA), confirmatory factor analysis (CFA), a graded response model (GRM), and simulated a CAT.RESULTS: The scores of 505 patients were analyzed. Psychometric analyses showed the questionnaire to be unidimensional with good internal consistency. The computer adaptive simulation showed that for the estimation of elevation of risk of future suicidal behavior 4 items (instead of the full 19) were sufficient, on average.CONCLUSIONS: This study demonstrated that CAT can be applied successfully to reduce the length of the Dutch version of the BSS. We argue that the use of CAT can improve the accuracy and the response burden when assessing the risk of future suicidal behavior online. Because CAT can be daunting for clinicians and applied scientists, we offer a concrete example of our computer adaptive simulation of the Dutch version of the BSS at the end of the paper.

Resumo Limpo

ckground internet use increas suicid research prevent optim onlin assess suicid patient need short goodqual tool assess elev risk futur suicid behavior comput adapt test cat can use reduc respons burden improv accuraci make avail pencilandpap tool appropri onlin administrationobject aim test whether item responsebas comput adapt simul can use reduc length beck scale suicid ideat bssmethod data use simul obtain larg multicent trial netherland profession train stop suicid pitstop suicid studi appli princip compon analysi pca confirmatori factor analysi cfa grade respons model grm simul catresult score patient analyz psychometr analys show questionnair unidimension good intern consist comput adapt simul show estim elev risk futur suicid behavior item instead full suffici averageconclus studi demonstr cat can appli success reduc length dutch version bss argu use cat can improv accuraci respons burden assess risk futur suicid behavior onlin cat can daunt clinician appli scientist offer concret exampl comput adapt simul dutch version bss end paper

Resumos Similares

AMIA Annu Symp Proc - Understanding Inter-rater Disagreement: A Mixed Methods Approach. ( 0,593653572296831 )
Med Decis Making - Catalogue of EQ-5D scores for the United Kingdom. ( 0,578926332955307 )
J. Med. Internet Res. - Cardiopulmonary resuscitation training in high school using avatars in virtual worlds: an international feasibility study. ( 0,561494080952329 )
Med Decis Making - Using comparison scenarios to improve prenatal risk communication. ( 0,555748185972848 )
BMC Med Inform Decis Mak - Determination of French influenza outbreaks periods between 1985 and 2011 through a web-based Delphi method. ( 0,550494846830411 )
J Chem Inf Model - Normal mode analysis of Trp RNA binding attenuation protein: structure and collective motions. ( 0,54853205970656 )
Perspect Health Inf Manag - Employing Kirkpatrick's evaluation framework to determine the effectiveness of health information management courses and programs. ( 0,526009644396495 )
Med Biol Eng Comput - Improved breath alcohol analysis in patients with depressed consciousness. ( 0,520084469919331 )
Int J Comput Assist Radiol Surg - Learning curves of basic laparoscopic psychomotor skills in SINERGIA VR simulator. ( 0,515686340768011 )
Med Decis Making - Confusing Relative Risk with Absolute Risk Is Associated with More Enthusiastic Beliefs about the Value of Cancer Screening. ( 0,513844741937084 )
Int J Med Inform - User experiences with different regional health information exchange systems in Finland. ( 0,508020503583001 )
Methods Inf Med - Mayak workers study cohort. An inter-institutional comparison of causes of death in the cause-of-death register of Ozyorsk in the Russian Federation. ( 0,507395942262987 )
Int J Med Robot - How to build patient-specific synthetic abdominal anatomies. An innovative approach from physical toward hybrid surgical simulators. ( 0,506905817299018 )
J. Med. Internet Res. - Online dietary intake estimation: the Food4Me food frequency questionnaire. ( 0,505675063116909 )
Int J Med Robot - Towards virtual FLS: development of a peg transfer simulator. ( 0,504703464447549 )
BMC Med Inform Decis Mak - Measuring the quality of patients' goals and action plans: development and validation of a novel tool. ( 0,502622989706005 )
Int J Health Geogr - Perception of neighborhood environment and health risk behaviors in Prague's teenagers: a pilot study in a post-communist city. ( 0,499376269775311 )
J Am Med Inform Assoc - Using electronic health records data to identify patients with chronic pain in a primary care setting. ( 0,498916299241004 )
Comput Methods Programs Biomed - Impact of variation in patient response on model-based control of glycaemia in critically ill patients. ( 0,497825450850748 )
Int J Comput Assist Radiol Surg - Construct and face validity of SINERGIA laparoscopic virtual reality simulator. ( 0,492237365819459 )
IEEE J Biomed Health Inform - Component-Level Tuning of Kinematic Features from Composite Therapist Impressions of Movement Quality. ( 0,49219190598522 )
Comput Methods Programs Biomed - Adaptive blood glucose control for intensive care applications. ( 0,491776958271941 )
J. Med. Internet Res. - Does self-selection affect samples' representativeness in online surveys? An investigation in online video game research. ( 0,491506000685818 )
J. Med. Internet Res. - Comparison of Web-based and paper-based administration of ADHD questionnaires for adults. ( 0,48756795578281 )
Med Decis Making - Validating a vignette-based instrument to study physician decision making in trauma triage. ( 0,48678914156136 )
J Am Med Inform Assoc - The use of crowdsourcing for dietary self-monitoring: crowdsourced ratings of food pictures are comparable to ratings by trained observers. ( 0,48600337959163 )
IEEE Trans Vis Comput Graph - Interactive Exploration and Analysis of Large Scale Simulations Using Topology-based Data Segmentation. ( 0,485085760229649 )
J Telemed Telecare - The feasibility of videoconferencing for neuropsychological assessments of rural youth experiencing early psychosis. ( 0,482863854255289 )
J Biomed Inform - A framework for performance and data quality assessment of Radio Frequency IDentification (RFID) systems in health care settings. ( 0,482402443500138 )
Telemed J E Health - Development and evaluation of a Web-based tool to estimate type 2 diabetes risk: Diab_Alert. ( 0,482122184815946 )
J Telemed Telecare - Delivery of Internet-based cancer genetic counselling services to patients' homes: a feasibility study. ( 0,481917079594558 )
J Telemed Telecare - An evaluation of diabetes self-management applications for Android smartphones. ( 0,481815091809805 )
Methods Inf Med - Spatial repolarization heterogeneity and survival in Chagas disease. ( 0,481529662069719 )
J Am Med Inform Assoc - Test-retest reliability in a computer-based medical history. ( 0,481294798524004 )
Comput Methods Programs Biomed - On the development of a computer-based handwriting assessment tool to objectively quantify handwriting proficiency in children. ( 0,478210321237981 )
Methods Inf Med - Systematic prioritization of the STARE-HI reporting items. An application to short conference papers on health informatics evaluation. ( 0,476688049344906 )
J. Med. Internet Res. - Puzzling with online games (BAM-COG): reliability, validity, and feasibility of an online self-monitor for cognitive performance in aging adults. ( 0,475054443460384 )
Int J Comput Assist Radiol Surg - Interventional radiology virtual simulator for liver biopsy. ( 0,474837590006074 )
J. Med. Internet Res. - Validation of an informant-reported web-based data collection to assess dementia symptoms. ( 0,470837035316762 )
Comput Methods Programs Biomed - On-site electronic observational assessment tool for discomfort and pain. ( 0,470679308417198 )
J Am Med Inform Assoc - Simbios: an NIH national center for physics-based simulation of biological structures. ( 0,469569114963201 )
Comput Math Methods Med - Quantitative estimation of temperature variations in plantar angiosomes: a study case for diabetic foot. ( 0,469180329186363 )
J Am Med Inform Assoc - Reliability and validity of the American Hospital Association's national longitudinal survey of health information technology adoption. ( 0,466697893582202 )
Med Decis Making - The use of rasch analysis in reducing a large condition-specific instrument for preference valuation: the case of moving from AQLQ to AQL-5D. ( 0,465138544063988 )
Neural Comput - Revisiting tests for neglected nonlinearity using artificial neural networks. ( 0,464671170182073 )
J. Med. Internet Res. - Does the eHealth Literacy Scale (eHEALS) measure what it intends to measure? Validation of a Dutch version of the eHEALS in two adult populations. ( 0,464582097605633 )
Telemed J E Health - Web-based support for fracture healing evaluation and monitoring. ( 0,46426556454911 )
Int J Med Inform - An evolutionary-fuzzy DSS for assessing health status in multiple sclerosis disease. ( 0,461154257759101 )
Methods Inf Med - Efficiency evaluation of autonomic heart control by using the principal component analysis of ECG P-wave. ( 0,460961220719542 )
Methods Inf Med - UceWeb: a web-based collaborative tool for collecting and sharing quality of life data. ( 0,459706493144368 )
Comput. Biol. Med. - Computer-aided techniques for chromogenic immunohistochemistry: status and directions. ( 0,457815418476327 )
Med Decis Making - Decision modeling of disagreements: pediatric hematologists' management of idiopathic thrombocytopenic purpura. ( 0,457077553975212 )
Int J Health Geogr - Evaluation of the neighborhood environment walkability scale in Nigeria. ( 0,4550423677867 )
J Am Med Inform Assoc - Point-of-care clinical documentation: assessment of a bladder cancer informatics tool (eCancerCareBladder): a randomized controlled study of efficacy, efficiency and user friendliness compared with standard electronic medical records. ( 0,454994517834153 )
Brief. Bioinformatics - Mutational analysis in RNAs: comparing programs for RNA deleterious mutation prediction. ( 0,453419064468463 )
J. Med. Internet Res. - Health promotion in the workplace: assessing stress and lifestyle with an intranet tool. ( 0,453099192072764 )
BMC Med Inform Decis Mak - Measuring decision quality: psychometric evaluation of a new instrument for breast cancer surgery. ( 0,452985510739747 )
Int J Comput Assist Radiol Surg - Objective assessment of operator performance during ultrasound-guided procedures. ( 0,452830227864205 )
J. Med. Internet Res. - Applying computerized adaptive testing to the Negative Acts Questionnaire-Revised: Rasch analysis of workplace bullying. ( 0,452056433702385 )
Med Decis Making - The impact of numeracy on verbatim knowledge of the longitudinal risk for prostate cancer recurrence following radiation therapy. ( 0,451651667473474 )
J. Med. Internet Res. - The psychometric properties of CollaboRATE: a fast and frugal patient-reported measure of the shared decision-making process. ( 0,451448809482266 )
Med Decis Making - Dynamic microsimulation models for health outcomes: a review. ( 0,451269685598255 )
J Am Med Inform Assoc - The case for randomized controlled trials to assess the impact of clinical information systems. ( 0,451244895282782 )
J Telemed Telecare - Development of a remote monitoring satisfaction survey and its use in a clinical trial with lung transplant recipients. ( 0,450895890266623 )
Methods Inf Med - Present situation and prospect of medical knowledge based systems in German-speaking countries: results of an online survey. ( 0,449822475008321 )
Inform Health Soc Care - Introducing and adapting a novel method for investigating learning experiences in clinical learning environments. ( 0,449766754003758 )
Res Synth Methods - Article alerts: items from 2010, part I. ( 0,448666705867771 )
J. Med. Internet Res. - Can a novel web-based computer test predict poor simulated driving performance? a pilot study with healthy and cognitive-impaired participants. ( 0,447812896201118 )
J Biomed Inform - Practical approach to determine sample size for building logistic prediction models using high-throughput data. ( 0,447638000934068 )
Int J Med Inform - Introducing telemonitoring for diabetic patients: development of a telemonitoring 'Health Effect and Readiness' Questionnaire. ( 0,447064749550865 )
J. Med. Internet Res. - Learning in a virtual world: experience with using second life for medical education. ( 0,44680189771756 )
Comput Methods Programs Biomed - Validity and reliability of a novel device for bilateral upper extremity functional measurements. ( 0,446059071821694 )
Comput. Biol. Med. - A hybrid intelligent system for diagnosing microalbuminuria in type 2 diabetes patients without having to measure urinary albumin. ( 0,445071098941441 )
BMC Med Inform Decis Mak - Ten years of the International Patient Decision Aid Standards Collaboration: evolution of the core dimensions for assessing the quality of patient decision aids. ( 0,444292791554454 )
Res Synth Methods - Methodological quality of meta-analyses: matched-pairs comparison over time and between industry-sponsored and academic-sponsored reports. ( 0,443750995044801 )
Brief. Bioinformatics - A review of in silico approaches for analysis and prediction of HIV-1-human protein-protein interactions. ( 0,442456515021009 )
J. Med. Internet Res. - An interactive internet-based plate for assessing lunchtime food intake: a validation study on male employees. ( 0,44182070780181 )
Comput Math Methods Med - Recent advances in morphological cell image analysis. ( 0,440457723358552 )
Telemed J E Health - Deployment of remote advanced electrocardiography for improved cardiovascular risk assessment in career firefighters. ( 0,440291474872704 )
J Telemed Telecare - Urologists' usage and perceptions of urological apps. ( 0,439746504842445 )
Comput Math Methods Med - Scale-specific multifractal medical image analysis. ( 0,4394851115239 )
Telemed J E Health - Exploring therapeutic alliance with an internet-based self-management program with brief telephone support for youth with arthritis: a pilot study. ( 0,438925436372731 )
Comput Methods Programs Biomed - Test-retest reliability and feature selection in physiological time series classification. ( 0,438442898669106 )
Comput. Biol. Med. - Assessment of cognitive flexibility in real life using virtual reality: a comparison of healthy individuals and schizophrenia patients. ( 0,437914955946256 )
BMC Med Inform Decis Mak - The SAKK cancer-specific geriatric assessment (C-SGA): a pilot study of a brief tool for clinical decision-making in older cancer patients. ( 0,437258927749381 )
Telemed J E Health - The educational impact of the Specialty Care Access Network-Extension of Community Healthcare Outcomes program. ( 0,436548445952747 )
Perspect Health Inf Manag - Registry-based diabetes risk detection schema for the systematic identification of patients at risk for diabetes in West Virginia primary care centers. ( 0,436412179211442 )
J Am Med Inform Assoc - Developing a natural language processing application for measuring the quality of colonoscopy procedures. ( 0,436300432670536 )
Comput Methods Programs Biomed - Analysis of in-air movement in handwriting: A novel marker for Parkinson's disease. ( 0,435960386128312 )
J. Med. Internet Res. - Electronic versus paper-based assessment of health-related quality of life specific to HIV disease: reliability study of the PROQOL-HIV questionnaire. ( 0,435316929524065 )
J Am Med Inform Assoc - Presentation of clinical laboratory results: an experimental comparison of four visualization techniques. ( 0,435210517145079 )
Brief. Bioinformatics - Towards more accurate prediction of protein folding rates: a review of the existing Web-based bioinformatics approaches. ( 0,435203404902652 )
J Chem Inf Model - Antiviral atropisomers: conformational energy surfaces by NMR for host-directed myxovirus blockers. ( 0,433547298670432 )
Comput Methods Programs Biomed - Effects of virtual environment platforms on emotional responses. ( 0,433389272100942 )
Med Decis Making - Impact of literacy and numeracy on motivation for behavior change after diabetes genetic risk testing. ( 0,433125483888692 )
Res Synth Methods - Retrieving treatment and control proportions from incomplete summary data in meta-analysis. ( 0,432786316735482 )
Comput. Biol. Med. - BootstRatio: A web-based statistical analysis of fold-change in qPCR and RT-qPCR data using resampling methods. ( 0,431879589431272 )
IEEE Trans Neural Netw Learn Syst - Adaptive NN controller design for a class of nonlinear MIMO discrete-time systems. ( 0,431587589155394 )
J Med Syst - Survival tree and MELD to predict long term survival in liver transplantation waiting list. ( 0,431403527501478 )
Comput Math Methods Med - Validation in principal components analysis applied to EEG data. ( 0,431333483075093 )