{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T17:43:03Z","timestamp":1777916583668,"version":"3.51.4"},"reference-count":19,"publisher":"SAGE Publications","issue":"4","license":[{"start":{"date-parts":[[2004,8,1]],"date-time":"2004-08-01T00:00:00Z","timestamp":1091318400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Med Decis Making"],"published-print":{"date-parts":[[2004,8]]},"abstract":"<jats:p>Background. Serial period prevalence estimates for recurrent diseases such as major depression are available more frequently than fully detailed longitudinal data, but it is difficult to estimate incidence and episode duration from such data. Incidence and episode duration are critical decision modeling parameters for recurrent diseases. Objectives. To reduce bias that would otherwise occur in national incidence and duration-of-episode estimates for major depressive episodes deriving from studies using serial period prevalence data and to illustrate amethodological approach for the estimation of incidence from such studies. Methods. Monte Carlo simulation was applied to a Markov process describing incidence and recovery from major depressive episodes. Results. The annual incidence and episode duration were found to be 3.1% and 17.1 weeks, respectively. These estimates are expected to be less subject to bias than those generated without modeling. Conclusions. These results highlight the usefulness of Markov models for analysis of longitudinal data. The methods described here may be useful for decision modeling andmay be generalizable to other chronic diseases.<\/jats:p>","DOI":"10.1177\/0272989x04267008","type":"journal-article","created":{"date-parts":[[2004,7,8]],"date-time":"2004-07-08T07:43:54Z","timestamp":1089272634000},"page":"351-358","source":"Crossref","is-referenced-by-count":18,"title":["Refining Estimates of Major Depression Incidence and Episode Duration in Canada Using a Monte Carlo Markov Model"],"prefix":"10.1177","volume":"24","author":[{"given":"Scott B.","family":"Patten","sequence":"first","affiliation":[{"name":"Departments of Community Health Sciences and Psychiatry, University of Calgary, Alberta, Canada."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert C.","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Community Health Sciences, University of Calgary, Alberta, Canada."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2004,8,1]]},"reference":[{"key":"atypb1","volume-title":"Global Burden of Disease and Injury","author":"Murray CJL","year":"1996"},{"key":"atypb2","doi-asserted-by":"publisher","DOI":"10.3109\/10673229509017181"},{"key":"atypb3","doi-asserted-by":"publisher","DOI":"10.1007\/s001270170019"},{"key":"atypb4","doi-asserted-by":"crossref","first-page":"S4","DOI":"10.5694\/j.1326-5377.2001.tb143499.x","volume":"175","author":"Hickie IB","year":"2001","journal-title":"Med J Aust."},{"key":"atypb5","doi-asserted-by":"publisher","DOI":"10.1002\/mpr.47"},{"key":"atypb6","volume-title":"National Population Health Survey Overview 1994-95","author":"Statistics Canada Health Statistics Division","year":"1995"},{"key":"atypb7","doi-asserted-by":"publisher","DOI":"10.1177\/0272989X9301300409"},{"key":"atypb8","doi-asserted-by":"publisher","DOI":"10.1093\/oxfordjournals.aje.a112510"},{"key":"atypb9","volume-title":"Information Bias: Epidemiologic Research","author":"Kleinbaum DG","year":"1982"},{"key":"atypb10","first-page":"92","volume":"5","author":"Patten SB","year":"1998","journal-title":"Can J Clin Pharmacol"},{"key":"atypb11","doi-asserted-by":"crossref","first-page":"1031","DOI":"10.1002\/sim.4780080903","volume":"8","author":"Greenland S","year":"1989","journal-title":"Stat Med."},{"key":"atypb12","volume-title":"Diagnostic and Statistical Manual of Mental Disorders (DSM-IV-TR)","author":"American Psychiatric Association","year":"2000"},{"key":"atypb13","volume-title":"Tree Age Software","year":"2001"},{"key":"atypb14","volume-title":"Final CIDI screening scales with timing estimates","author":"Mroczek DK","year":"1994"},{"key":"atypb15","doi-asserted-by":"publisher","DOI":"10.1001\/archpsyc.1994.03950050065007"},{"key":"atypb16","first-page":"63","volume":"11","author":"Beaudet MP","year":"1999","journal-title":"Health Rep."},{"key":"atypb17","first-page":"714","volume":"163","author":"Patten SB","year":"2000","journal-title":"Can Med Assoc J."},{"key":"atypb18","first-page":"6","volume":"22","author":"Patten SB","year":"2001","journal-title":"Chron Dis Canada"},{"key":"atypb19","doi-asserted-by":"publisher","DOI":"10.1016\/S0163-8343(97)00016-9"}],"container-title":["Medical Decision Making"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0272989X04267008","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0272989X04267008","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T17:51:48Z","timestamp":1777657908000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/0272989X04267008"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004,8]]},"references-count":19,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2004,8]]}},"alternative-id":["10.1177\/0272989X04267008"],"URL":"https:\/\/doi.org\/10.1177\/0272989x04267008","relation":{},"ISSN":["0272-989X","1552-681X"],"issn-type":[{"value":"0272-989X","type":"print"},{"value":"1552-681X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2004,8]]}}}