HEALTH-CARE USE;
MENTAL-HEALTH;
RISK-FACTORS;
MANAGEMENT STRATEGIES;
HIGH UTILIZERS;
INJECT DRUGS;
BIG DATA;
ED USE;
PREDICTORS;
VISITS;
D O I:
10.1136/bmjopen-2018-027750
中图分类号:
R5 [内科学];
学科分类号:
1002 ;
100201 ;
摘要:
Objective Frequent users represent a small proportion of emergency department users, but they account for a disproportionately large number of visits. Their use of emergency departments is often considered suboptimal. It would be more efficient to identify and treat those patients earlier in their health problem trajectory. It is therefore essential to describe their characteristics and to predict their emergency department use. In order to do so, adequate statistical tools are needed. The objective of this study was to determine the statistical tools used in identifying variables associated with frequent use or predicting the risk of becoming a frequent user. Methods We performed a scoping review following an established 5-stage methodological framework. We searched PubMed, Scopus and CINAHL databases in February 2019 using search strategies defined with the help of an information specialist. Out of 4534 potential abstracts, we selected 114 articles based on defined criteria and presented in a content analysis. Results We identified four classes of statistical tools. Regression models were found to be the most common practice, followed by hypothesis testing. The logistic regression was found to be the most used statistical tool, followed by.2 test and t-test of associations between variables. Other tools were marginally used. Conclusions This scoping review lists common statistical tools used for analysing frequent users in emergency departments. It highlights the fact that some are well established while others are much less so. More research is needed to apply appropriate techniques to health data or to diversify statistical point of views.
机构:
Henry Ford Hlth Syst, Dept Emergency Med, 2799 W Grand Blvd, Detroit, MI 48202 USAHenry Ford Hlth Syst, Dept Emergency Med, 2799 W Grand Blvd, Detroit, MI 48202 USA
Martin, Gerard B.
Stokes-Buzzelli, Stephanie A.
论文数: 0引用数: 0
h-index: 0
机构:
Henry Ford Hlth Syst, Dept Emergency Med, 2799 W Grand Blvd, Detroit, MI 48202 USAHenry Ford Hlth Syst, Dept Emergency Med, 2799 W Grand Blvd, Detroit, MI 48202 USA
Stokes-Buzzelli, Stephanie A.
Peltzer-Jones, Jennifer M.
论文数: 0引用数: 0
h-index: 0
机构:
Henry Ford Hlth Syst, Dept Emergency Med, 2799 W Grand Blvd, Detroit, MI 48202 USAHenry Ford Hlth Syst, Dept Emergency Med, 2799 W Grand Blvd, Detroit, MI 48202 USA
Peltzer-Jones, Jennifer M.
Schultz, Lonni R.
论文数: 0引用数: 0
h-index: 0
机构:
Henry Ford Hlth Syst, Dept Emergency Med, 2799 W Grand Blvd, Detroit, MI 48202 USAHenry Ford Hlth Syst, Dept Emergency Med, 2799 W Grand Blvd, Detroit, MI 48202 USA
机构:
Ottawa Hosp Res Inst, Ottawa, ON, Canada
McMaster Univ, Dept Hlth Res Methods Evidence & Impact, Hamilton, ON, Canada
One Elephant Integrat Hlth Team Inc, Oakville, ON, CanadaOttawa Hosp Res Inst, Ottawa, ON, Canada
Shergill, Yaadwinder
Rice, Danielle
论文数: 0引用数: 0
h-index: 0
机构:
Ottawa Hosp Res Inst, Ottawa, ON, Canada
McGill Univ, Dept Psychol, Montreal, PQ, CanadaOttawa Hosp Res Inst, Ottawa, ON, Canada
Rice, Danielle
Smyth, Catherine
论文数: 0引用数: 0
h-index: 0
机构:
Ottawa Hosp Res Inst, Ottawa, ON, Canada
Univ Ottawa, Fac Med, Dept Anesthesiol & Pain Med, Ottawa, ON, Canada
Ottawa Hosp, Dept Anesthesiol & Pain Med, Ottawa, ON, CanadaOttawa Hosp Res Inst, Ottawa, ON, Canada
Smyth, Catherine
Tremblay, Steve
论文数: 0引用数: 0
h-index: 0
机构:
McGill Univ, Dept Psychol, Montreal, PQ, Canada
Univ Ottawa, Fac Med, Dept Anesthesiol & Pain Med, Ottawa, ON, CanadaOttawa Hosp Res Inst, Ottawa, ON, Canada
Tremblay, Steve
Nelli, Jennifer
论文数: 0引用数: 0
h-index: 0
机构:
Hamilton Hlth Sci, Dept Anesthesiol, Hamilton, ON, CanadaOttawa Hosp Res Inst, Ottawa, ON, Canada
Nelli, Jennifer
Small, Rebecca
论文数: 0引用数: 0
h-index: 0
机构:
Mem Univ, Fac Med, St John, NF, CanadaOttawa Hosp Res Inst, Ottawa, ON, Canada
Small, Rebecca
Hebert, Guy
论文数: 0引用数: 0
h-index: 0
机构:
Ottawa Hosp, Dept Emergency Med, Ottawa, ON, CanadaOttawa Hosp Res Inst, Ottawa, ON, Canada
Hebert, Guy
Singer, Lesley
论文数: 0引用数: 0
h-index: 0
机构:
Canadian Pain Network, Ottawa, ON, Canada
Chron Pain Network, Montreal, PQ, CanadaOttawa Hosp Res Inst, Ottawa, ON, Canada
Singer, Lesley
Rash, Joshua A.
论文数: 0引用数: 0
h-index: 0
机构:
Mem Univ, Dept Psychol, St John, NF, CanadaOttawa Hosp Res Inst, Ottawa, ON, Canada
Rash, Joshua A.
Poulin, Patricia A.
论文数: 0引用数: 0
h-index: 0
机构:
Ottawa Hosp Res Inst, Ottawa, ON, Canada
McGill Univ, Dept Psychol, Montreal, PQ, Canada
Ottawa Hosp, Dept Psychol, Ottawa, ON, CanadaOttawa Hosp Res Inst, Ottawa, ON, Canada