Defeat and entrapment: more than meets the eye? Applying network analysis to estimate dimensions of highly correlated constructs.

Abstract:

BACKGROUND:Defeat and entrapment have been shown to be of central relevance to the development of different disorders. However, it remains unclear whether they represent two distinct constructs or one overall latent variable. One reason for the unclarity is that traditional factor analytic techniques have trouble estimating the right number of clusters in highly correlated data. In this study, we applied a novel approach based on network analysis that can deal with correlated data to establish whether defeat and entrapment are best thought of as one or multiple constructs. METHODS:Explanatory graph analysis was used to estimate the number of dimensions within the 32 items that make up the defeat and entrapment scales in two samples: an online community sample of 480 participants, and a clinical sample of 147 inpatients admitted to a psychiatric hospital after a suicidal attempt or severe suicidal crisis. Confirmatory Factor analysis (CFA) was used to test whether the proposed structure fits the data. RESULTS:In both samples, bootstrapped exploratory graph analysis suggested that the defeat and entrapment items belonged to different dimensions. Within the entrapment items, two separate dimensions were detected, labelled internal and external entrapment. Defeat appeared to be multifaceted only in the online sample. When comparing the CFA outcomes of the one, two, three and four factor models, the one factor model was preferred. CONCLUSIONS:Defeat and entrapment can be viewed as distinct, yet, highly associated constructs. Thus, although replication is needed, results are in line with theories differentiating between these two constructs.

journal_name

BMC Med Res Methodol

authors

Forkmann T,Teismann T,Stenzel JS,Glaesmer H,de Beurs D

doi

10.1186/s12874-018-0470-5

subject

Has Abstract

pub_date

2018-01-25 00:00:00

pages

16

issue

1

issn

1471-2288

pii

10.1186/s12874-018-0470-5

journal_volume

18

pub_type

杂志文章
  • An evaluation of DistillerSR's machine learning-based prioritization tool for title/abstract screening - impact on reviewer-relevant outcomes.

    abstract:BACKGROUND:Systematic reviews often require substantial resources, partially due to the large number of records identified during searching. Although artificial intelligence may not be ready to fully replace human reviewers, it may accelerate and reduce the screening burden. Using DistillerSR (May 2020 release), we eva...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/s12874-020-01129-1

    authors: Hamel C,Kelly SE,Thavorn K,Rice DB,Wells GA,Hutton B

    更新日期:2020-10-15 00:00:00

  • Effort, reward and self-reported mental health: a simulation study on negative affectivity bias.

    abstract:BACKGROUND:In the present article, we propose an alternative method for dealing with negative affectivity (NA) biases in research, while investigating the association between a deleterious psychosocial environment at work and poor mental health. First, we investigated how strong NA must be to cause an observed correlat...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-11-121

    authors: Arial M,Wild P

    更新日期:2011-08-24 00:00:00

  • Predictor characteristics necessary for building a clinically useful risk prediction model: a simulation study.

    abstract:BACKGROUND:Compelled by the intuitive appeal of predicting each individual patient's risk of an outcome, there is a growing interest in risk prediction models. While the statistical methods used to build prediction models are increasingly well understood, the literature offers little insight to researchers seeking to g...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/s12874-016-0223-2

    authors: Schummers L,Himes KP,Bodnar LM,Hutcheon JA

    更新日期:2016-09-21 00:00:00

  • Implementation of clinical research trials using web-based and mobile devices: challenges and solutions.

    abstract:BACKGROUND:With the increasing implementation of web-based, mobile health interventions in clinical trials, it is crucial for researchers to address the security and privacy concerns of patient information according to high ethical standards. The full process of meeting these standards is often made more complicated du...

    journal_title:BMC medical research methodology

    pub_type: 社论

    doi:10.1186/s12874-017-0324-6

    authors: Eagleson R,Altamirano-Diaz L,McInnis A,Welisch E,De Jesus S,Prapavessis H,Rombeek M,Seabrook JA,Park T,Norozi K

    更新日期:2017-03-17 00:00:00

  • The thresholds for statistical and clinical significance - a five-step procedure for evaluation of intervention effects in randomised clinical trials.

    abstract:BACKGROUND:Thresholds for statistical significance are insufficiently demonstrated by 95% confidence intervals or P-values when assessing results from randomised clinical trials. First, a P-value only shows the probability of getting a result assuming that the null hypothesis is true and does not reflect the probabilit...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-14-34

    authors: Jakobsen JC,Gluud C,Winkel P,Lange T,Wetterslev J

    更新日期:2014-03-04 00:00:00

  • A system for rating the stability and strength of medical evidence.

    abstract:BACKGROUND:Methods for describing one's confidence in the available evidence are useful for end-users of evidence reviews. Analysts inevitably make judgments about the quality, quantity consistency, robustness, and magnitude of effects observed in the studies identified. The subjectivity of these judgments in several a...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-6-52

    authors: Treadwell JR,Tregear SJ,Reston JT,Turkelson CM

    更新日期:2006-10-19 00:00:00

  • Optimising the use of electronic health records to estimate the incidence of rheumatoid arthritis in primary care: what information is hidden in free text?

    abstract:BACKGROUND:Primary care databases are a major source of data for epidemiological and health services research. However, most studies are based on coded information, ignoring information stored in free text. Using the early presentation of rheumatoid arthritis (RA) as an exemplar, our objective was to estimate the exten...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-13-105

    authors: Ford E,Nicholson A,Koeling R,Tate A,Carroll J,Axelrod L,Smith HE,Rait G,Davies KA,Petersen I,Williams T,Cassell JA

    更新日期:2013-08-21 00:00:00

  • Use of re-randomized data in meta-analysis.

    abstract:BACKGROUND:Outcomes collected in randomized clinical trials are observations of random variables that should be independent and identically distributed. However, in some trials, the patients are randomized more than once thus violating both of these assumptions. The probability of an event is not always the same when a...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-5-17

    authors: Hozo I,Djulbegovic B,Clark O,Lyman GH

    更新日期:2005-05-10 00:00:00

  • Network-meta analysis made easy: detection of inconsistency using factorial analysis-of-variance models.

    abstract:BACKGROUND:Network meta-analysis can be used to combine results from several randomized trials involving more than two treatments. Potential inconsistency among different types of trial (designs) differing in the set of treatments tested is a major challenge, and application of procedures for detecting and locating inc...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-14-61

    authors: Piepho HP

    更新日期:2014-05-10 00:00:00

  • Evaluation of survival extrapolation in immuno-oncology using multiple pre-planned data cuts: learnings to aid in model selection.

    abstract:BACKGROUND:Due to limited duration of follow up in clinical trials of cancer treatments, estimates of lifetime survival benefits are typically derived using statistical extrapolation methods. To justify the method used, a range of approaches have been proposed including statistical goodness-of-fit tests and comparing e...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/s12874-020-00997-x

    authors: Bullement A,Willis A,Amin A,Schlichting M,Hatswell AJ,Bharmal M

    更新日期:2020-05-06 00:00:00

  • An international survey of physicians regarding clinical trials: a comparison between Kyoto University Hospital and Seoul National University Hospital.

    abstract:BACKGROUND:International clinical trials are now rapidly expanding into Asia. However, the proportion of global trials is higher in South Korea compared to Japan despite implementation of similar governmental support in both countries. The difference in clinical trial environment might influence the respective physicia...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-13-130

    authors: Ito-Ihara T,Hong JH,Kim OJ,Sumi E,Kim SY,Tanaka S,Narita K,Hatta T,Choi EK,Choi KJ,Miyagawa T,Minami M,Murayama T,Yokode M

    更新日期:2013-10-25 00:00:00

  • Using the Beta distribution in group-based trajectory models.

    abstract:BACKGROUND:We demonstrate an application of Group-Based Trajectory Modeling (GBTM) based on the beta distribution. It is offered as an alternative to the normal distribution for modeling continuous longitudinal data that are poorly fit by the normal distribution even with censoring. The primary advantage of the beta di...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/s12874-018-0620-9

    authors: Elmer J,Jones BL,Nagin DS

    更新日期:2018-11-26 00:00:00

  • Modern modelling techniques are data hungry: a simulation study for predicting dichotomous endpoints.

    abstract:BACKGROUND:Modern modelling techniques may potentially provide more accurate predictions of binary outcomes than classical techniques. We aimed to study the predictive performance of different modelling techniques in relation to the effective sample size ("data hungriness"). METHODS:We performed simulation studies bas...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-14-137

    authors: van der Ploeg T,Austin PC,Steyerberg EW

    更新日期:2014-12-22 00:00:00

  • Maximising response to postal questionnaires--a systematic review of randomised trials in health research.

    abstract:BACKGROUND:Postal self-completion questionnaires offer one of the least expensive modes of collecting patient based outcomes in health care research. The purpose of this review is to assess the efficacy of methods of increasing response to postal questionnaires in health care studies on patient populations. METHODS:Th...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章,评审

    doi:10.1186/1471-2288-6-5

    authors: Nakash RA,Hutton JL,Jørstad-Stein EC,Gates S,Lamb SE

    更新日期:2006-02-23 00:00:00

  • Comparing survival curves based on medians.

    abstract:BACKGROUND:Although some nonparametric methods have been proposed in the literature to test for the equality of median survival times for censored data in medical research, in general they have inflated type I error rates, which make their use limited in practice, especially when the sample sizes are small. METHODS:In...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/s12874-016-0133-3

    authors: Chen Z,Zhang G

    更新日期:2016-03-16 00:00:00

  • Positive predictive value of a case definition for diabetes mellitus using automated administrative health data in children and youth exposed to antipsychotic drugs or control medications: a Tennessee Medicaid study.

    abstract:BACKGROUND:We developed and validated an automated database case definition for diabetes in children and youth to facilitate pharmacoepidemiologic investigations of medications and the risk of diabetes. METHODS:The present study was part of an in-progress retrospective cohort study of antipsychotics and diabetes in Te...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-12-128

    authors: Bobo WV,Cooper WO,Stein CM,Olfson M,Mounsey J,Daugherty J,Ray WA

    更新日期:2012-08-24 00:00:00

  • Comparison of sample characteristics in two pregnancy cohorts: community-based versus population-based recruitment methods.

    abstract:BACKGROUND:One of the biggest challenges for population health studies is the recruitment of participants. Questions that investigators have asked are "who volunteers for studies?" and "does recruitment method influence characteristics of the samples?" The purpose of this paper was to compare sample characteristics of ...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-13-149

    authors: Leung BM,McDonald SW,Kaplan BJ,Giesbrecht GF,Tough SC

    更新日期:2013-12-06 00:00:00

  • Recruiting former melanoma patients via hospitals in comparison to office-based dermatologists in a register-based cohort study that required indirect contact.

    abstract:BACKGROUND:There are detailed reviews about different recruitment strategies, but not with regard to differences between recruitment of hospital-based versus office-based physicians. Within this study, the two different recruitment schemes are compared. Advantages and disadvantages of different ways of recruitment in r...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/s12874-017-0425-2

    authors: Zeissig SR,Weyer-Elberich V,Emrich K,Binder H,Fischbeck S,Imruck BH,Friedrich-Mai P,Beutel ME,Blettner M

    更新日期:2017-11-22 00:00:00

  • Participant recruitment in sensitive surveys: a comparative trial of 'opt in' versus 'opt out' approaches.

    abstract:BACKGROUND:Although in health services survey research we strive for a high response rate, this must be balanced against the need to recruit participants ethically and considerately, particularly in surveys with a sensitive nature. In survey research there are no established recommendations to guide recruitment approac...

    journal_title:BMC medical research methodology

    pub_type: 临床试验,杂志文章

    doi:10.1186/1471-2288-13-3

    authors: Hunt KJ,Shlomo N,Addington-Hall J

    更新日期:2013-01-11 00:00:00

  • Quasi-linear Cox proportional hazards model with cross- L1 penalty.

    abstract:BACKGROUND:To accurately predict the response to treatment, we need a stable and effective risk score that can be calculated from patient characteristics. When we evaluate such risks from time-to-event data with right-censoring, Cox's proportional hazards model is the most popular for estimating the linear risk score. ...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/s12874-020-01063-2

    authors: Omae K,Eguchi S

    更新日期:2020-07-06 00:00:00

  • Optimal likelihood-ratio multiple testing with application to Alzheimer's disease and questionable dementia.

    abstract:BACKGROUND:Controlling the false discovery rate is important when testing multiple hypotheses. To enhance the detection capability of a false discovery rate control test, we applied the likelihood ratio-based multiple testing method in neuroimage data and compared the performance with the existing methods. METHODS:We ...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-15-9

    authors: Lee D,Kang H,Kim E,Lee H,Kim H,Kim YK,Lee Y,Lee DS

    更新日期:2015-01-30 00:00:00

  • Collecting household water usage data: telephone questionnaire or diary?

    abstract:BACKGROUND:Quantitative Microbial Risk Assessment (QMRA), a modelling approach, is used to assess health risks. Inputs into the QMRA process include data that characterise the intensity, frequency and duration of exposure to risk(s). Data gaps for water exposure assessment include the duration and frequency of urban no...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-9-72

    authors: O'Toole JE,Sinclair MI,Leder K

    更新日期:2009-11-09 00:00:00

  • Measurement properties of the Danish version of the Awareness and Beliefs about Cancer (ABC) measure.

    abstract:BACKGROUND:The International Cancer Benchmarking Partnership aims to study international differences in cancer survival and the possible causes. Participating countries are Australia, Canada, Norway, Sweden, Denmark and the UK and a particular focus area is differences in awareness and beliefs about cancer. In this con...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/s12874-017-0352-2

    authors: Hvidberg L,Pedersen AF,Wulff CN,Carlsen AH,Vedsted P

    更新日期:2017-04-26 00:00:00

  • Randomised controlled comparison of the Health Survey Short Form (SF-12) and the Graded Chronic Pain Scale (GCPS) in telephone interviews versus self-administered questionnaires. Are the results equivalent?

    abstract:BACKGROUND:The most commonly used survey methods are self-administered questionnaires, telephone interviews, and a mixture of both. But until now evidence out of randomised controlled trials as to whether patient responses differ depending on the survey mode is lacking. Therefore this study assessed whether patient res...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章,随机对照试验

    doi:10.1186/1471-2288-7-50

    authors: Lungenhausen M,Lange S,Maier C,Schaub C,Trampisch HJ,Endres HG

    更新日期:2007-11-22 00:00:00

  • Estimating the loss of lifetime function using flexible parametric relative survival models.

    abstract:BACKGROUND:Within cancer care, dynamic evaluations of the loss in expectation of life provides useful information to patients as well as physicians. The loss of lifetime function yields the conditional loss in expectation of life given survival up to a specific time point. Due to the inevitable censoring in time-to-eve...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/s12874-019-0661-8

    authors: Jakobsen LH,Andersson TM,Biccler JL,El-Galaly TC,Bøgsted M

    更新日期:2019-01-28 00:00:00

  • Assessing genetic polymorphisms using DNA extracted from cells present in saliva samples.

    abstract:BACKGROUND:Technical advances following the Human Genome Project revealed that high-quality and -quantity DNA may be obtained from whole saliva samples. However, usability of previously collected samples and the effects of environmental conditions on the samples during collection have not been assessed in detail. In fi...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-11-170

    authors: Nemoda Z,Horvat-Gordon M,Fortunato CK,Beltzer EK,Scholl JL,Granger DA

    更新日期:2011-12-19 00:00:00

  • Determinants of non- response to a second assessment of lifestyle factors and body weight in the EPIC-PANACEA study.

    abstract:BACKGROUND:This paper discusses whether baseline demographic, socio-economic, health variables, length of follow-up and method of contacting the participants predict non-response to the invitation for a second assessment of lifestyle factors and body weight in the European multi-center EPIC-PANACEA study. METHODS:Over...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/1471-2288-12-148

    authors: May AM,Adema LE,Romaguera D,Vergnaud AC,Agudo A,Ekelund U,Steffen A,Orfanos P,Slimani N,Rinaldi S,Mouw T,Rohrmann S,Hermann S,Boeing H,Bergmann MM,Jakobsen MU,Overvad K,Wareham NJ,Gonzalez C,Tjonneland A,Halkjaer

    更新日期:2012-09-24 00:00:00

  • Error in statistical tests of error in statistical tests.

    abstract:BACKGROUND:A recent paper found that terminal digits of statistical values in Nature deviated significantly from an equiprobable distribution, indicating errors or inconsistencies in rounding. This finding, as well as the discovery that a large percentage of p values were inconsistent with reported test statistics, led...

    journal_title:BMC medical research methodology

    pub_type: 评论,杂志文章

    doi:10.1186/1471-2288-6-45

    authors: Jeng M

    更新日期:2006-09-13 00:00:00

  • A comparison of the statistical performance of different meta-analysis models for the synthesis of subgroup effects from randomized clinical trials.

    abstract:BACKGROUND:When investigating subgroup effects in meta-analysis, it is unclear whether accounting in meta-regression for between-trial variation in treatment effects, but not between-trial variation in treatment interaction effects when such effects are present, leads to biased estimates, coverage problems, or wrong st...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/s12874-019-0831-8

    authors: da Costa BR,Sutton AJ

    更新日期:2019-10-26 00:00:00

  • On the censored cost-effectiveness analysis using copula information.

    abstract:BACKGROUND:Information and theory beyond copula concepts are essential to understand the dependence relationship between several marginal covariates distributions. In a therapeutic trial data scheme, most of the time, censoring occurs. That could lead to a biased interpretation of the dependence relationship between ma...

    journal_title:BMC medical research methodology

    pub_type: 杂志文章

    doi:10.1186/s12874-017-0305-9

    authors: Fontaine C,Daurès JP,Landais P

    更新日期:2017-02-15 00:00:00