scholarly journals The Comparative Effectiveness of Mobile Phone Interventions in Improving Health Outcomes: Meta-Analytic Review (Preprint)

2018 ◽  
Author(s):  
Qinghua Yang ◽  
Stephanie K Van Stee
Keyword(s):  
New Media ◽  
Mobile Phones ◽  
Effect Size ◽  
Large Scale ◽  
Meta Analysis ◽  
Basic Unit ◽  
Future Research ◽  
Mhealth Intervention ◽  
Analytic Review ◽  
Social Presentation

BACKGROUND As mobile technology continues expanding, researchers have been using mobile phones to conduct health interventions (mobile health—mHealth—interventions). The multiple features of mobile phones offer great opportunities to disseminate large-scale, cost-efficient, and tailored messages to participants. However, the interventions to date have shown mixed results, with a large variance of effect sizes (Cohen d=−0.62 to 1.65). OBJECTIVE The study aimed to generate cumulative knowledge that informs mHealth intervention research. The aims were twofold: (1) to calculate an overall effect magnitude for mHealth interventions compared with alternative interventions or conditions, and (2) to analyze potential moderators of mHealth interventions’ comparative efficacy. METHODS Comprehensive searches of the Communication & Mass Media Complete, PsycINFO, Web of Knowledge, Academic Search Premier, PubMed and MEDLINE databases were conducted to identify potentially eligible studies in peer-reviewed journals, conference proceedings, and dissertations and theses. Search queries were formulated using a combination of search terms: “intervention” (Title or Abstract) AND “health” (Title or Abstract) AND “*phone*” OR “black-berr*” (OR mHealth OR “application*” OR app* OR mobile OR cellular OR “short messag*” OR palm* OR iPhone* OR MP3* OR MP4* OR iPod*) (Title or Abstract). Cohen d was computed as the basic unit of analysis, and the variance-weighted analysis was implemented to compute the overall effect size under a random-effects model. Analysis of variance–like and meta-regression models were conducted to analyze categorical and continuous moderators, respectively. RESULTS The search resulted in 3424 potential studies, the abstracts (and full text, as necessary) of which were reviewed for relevance. Studies were screened in multiple stages using explicit inclusion and exclusion criteria, and citations were evaluated for inclusion of qualified studies. A total of 64 studies were included in the current meta-analysis. Results showed that mHealth interventions are relatively more effective than comparison interventions or conditions, with a small but significant overall weighted effect size (Cohen d=0.31). In addition, the effects of interventions are moderated by theoretical paradigm, 3 engagement types (ie, changing personal environment, reinforcement tracking, social presentation), mobile use type, intervention channel, and length of follow-up. CONCLUSIONS To the best of our knowledge, this is the most comprehensive meta-analysis to date that examined the overall effectiveness of mHealth interventions across health topics and is the first study that statistically tested moderators. Our findings not only shed light on intervention design using mobile phones, but also provide new directions for research in health communication and promotion using new media. Future research scholarship is needed to examine the effectiveness of mHealth interventions across various health issues, especially those that have not yet been investigated (eg, substance use, sexual health), engaging participants using social features on mobile phones, and designing tailored mHealth interventions for diverse subpopulations to maximize effects.

A Systematic Review and Meta-Analysis of the Effects of Outdoor Education Programs on Adolescents’ Self-Efficacy

2021 ◽  
pp. 003151252110227
Author(s):  
Bin-Bin Fang ◽  
Frank J. H. Lu ◽  
Diane L. Gill ◽  
Sean H. Liu ◽  
Theresa Chyi ◽  
...  
Keyword(s):  
Publication Bias ◽  
Effect Size ◽  
Self Efficacy ◽  
Outdoor Education ◽  
Meta Analysis ◽  
Study Groups ◽  
Medium Effect ◽  
Future Research ◽  
Education Programs ◽  
Analytic Review

While prior research has generally found Outdoor Education Programs (OEPs) to be beneficial to adolescents’ self-efficacy, we sought to conduct a meta-analytic review of prior studies in this area in order to pinpoint the key elements to OEPs’ effectiveness. Following Cooper’s guidelines for synthesis research and meta-analysis, we searched six electronic databases for relevant articles: PubMed, Sciencedirect, Medline, PsycArticles, and Behavioral Sciences Collection of EBSCO, and Eric. Selection criteria were: Populations, Interventions, Comparators, Outcomes, Study Design (PICOS), and Methodological Index for Non-randomized Studies (MINORS). We estimated the effect size of the selected studies with a 95% confidence interval (CI), estimated I-squared (I2) for heterogeneity analysis and analyzed publication bias by Egger's test. After excluding many studies, we reviewed 12 studies with 2,642 participants that were deemed to be eligible for final analysis. We discovered a high level of heterogeneity (I-squared value =82.474) in the findings of the selected studies. Our meta-analyses revealed that adolescents participating in OEPs enhanced their self-efficacy (medium effect size; Hedges’s g = 0.597) but this enhancement was moderated by participants’ mental health status, the length of the experiments, study groups, and the duration of the intervention. We found no evidence of publication bias (Egger: bias = 2.001, 95% CI = −0.736 to 4.739, p = .137). We discussed our research limitations and the theoretical and practical implications of these findings and made recommendations for future research.

A Meta-Analytic Review of the Relationship Between Learning Organization and Organizational Performance and Employee Attitudes: Using the Dimensions of Learning Organization Questionnaire

2021 ◽  
pp. 153448432098736
Author(s):  
Boreum Ju ◽  
Yunsoo Lee ◽  
Sunyoung Park ◽  
Seung Won Yoon
Keyword(s):  
Organizational Performance ◽  
National Culture ◽  
Learning Organization ◽  
Meta Analysis ◽  
Negative Relationship ◽  
Employee Attitudes ◽  
Future Research ◽  
Analytic Review ◽  
Dimensions Of Learning ◽  
The Relationship

The purpose of this meta-analysis study is to examine the correlations between the Dimensions of Learning Organization Questionnaire (DLOQ) and frequently examined outcomes including organizational performance and employee attitudes. Positive relationships were found between the DLOQ and organizational performance (e.g., financial, knowledge, and innovative performance) and employee attitudes (e.g., organizational commitment and job satisfaction) and the sub-dimensions (e.g., affective, continuance, and normative commitment), with a notable exception of a negative relationship between the DLOQ and turnover. Because the DLOQ has been used in many countries over the years, this study also examined the influence of national culture on the outcomes. Power distance moderated the relationship between the learning organization and overall organizational performance. Our meta-analytic review makes substantive contributions to the literature on the learning organization concept and the study of national culture as a significant moderator. Implications of these findings and suggestions for future research are discussed.

Self-Esteem and Socioeconomic Status: A Meta-Analytic Review

2002 ◽  
Vol 6 (1) ◽  
pp. 59-71 ◽  
Author(s):  
Jean M. Twenge ◽  
W. Keith Campbell
Keyword(s):  
Socioeconomic Status ◽  
Young Adulthood ◽  
Asian Americans ◽  
Effect Size ◽  
Social Indicator ◽  
Middle Age ◽  
Meta Analysis ◽  
Self Esteem ◽  
Analytic Review ◽  
Over Time

Socioeconomic status (SES) has a small but significantrelationship with self-esteem (d = .15, r = .08) in a meta-analysis of 446 samples (total participant N = 312,940). Higher SES individuals report higher self-esteem. The effect size is very small in young children, increases substantially during young adulthood, continues higher until middle age, and is then smaller for adults over the age of 60. Gender interacts with birth cohort: The effect size increased over time for women but decreased over time for men. Asians and Asian Americans show a higher effect size, and occupation and education produce higher correlations with self-esteem than income does. The results are most consistent with a social indicator or salience model.

scholarly journals Problematic alcohol use and reduced hippocampal volume: a meta-analytic review

2017 ◽  
Vol 47 (13) ◽  
pp. 2288-2301 ◽  
Author(s):  
S. Wilson ◽  
J. L. Bair ◽  
K. M. Thomas ◽  
W. G. Iacono
Keyword(s):  
Alcohol Use ◽  
Meta Analysis ◽  
Hippocampal Volume ◽  
Future Research ◽  
Cross Sectional ◽  
Problematic Alcohol ◽  
Analytic Review ◽  
Males And Females ◽  
Clinically Significant ◽  
Problematic Alcohol Use

BackgroundA number of studies reports reduced hippocampal volume in individuals who engage in problematic alcohol use. However, the magnitude of the difference in hippocampal volume between individuals with v. without problematic alcohol use has varied widely, and there have been null findings. Moreover, the studies comprise diverse alcohol use constructs and samples, including clinically significant alcohol use disorders and subclinical but problematic alcohol use (e.g. binge drinking), adults and adolescents, and males and females.MethodsWe conducted the first quantitative synthesis of the published empirical research on associations between problematic alcohol use and hippocampal volume. In total, 23 studies were identified and selected for inclusion in the meta-analysis; effects sizes were aggregated using a random-effects model.ResultsProblematic alcohol use was associated with significantly smaller hippocampal volume (d = −0.53). Moderator analyses indicated that effects were stronger for clinically significant v. subclinical alcohol use and among adults relative to adolescents; effects did not differ among males and females.ConclusionsProblematic alcohol use is associated with reduced hippocampal volume. The moderate overall effect size suggests the need for larger samples than are typically included in studies of alcohol use and hippocampal volume. Because the existing literature is almost entirely cross-sectional, future research using causally informative study designs is needed to determine whether this association reflects premorbid risk for the development of problematic alcohol use and/or whether alcohol has a neurotoxic effect on the hippocampus.

scholarly journals The Work-family Field: Gaps and Missing Links as Opportunities for Future Research

Innovar ◽  
2017 ◽  
Vol 27 (66) ◽  
pp. 57-74 ◽  
Author(s):  
Katherina Kuschel
Keyword(s):  
Selection Bias ◽  
Effect Size ◽  
Meta Analysis ◽  
Experimental Studies ◽  
Future Research ◽  
Positive Side ◽  
Self Selection ◽  
Conference Presentations ◽  
Methodological Problems ◽  
Work Family

This review presents a synthesis and a critique of the development of the existing workfamily (WF) literature during the last decade in order to highlight gaps and limitations in current research. The study revises 83 peer-reviewed articles, book chapters and conference presentations (2004-2014) related to WF in economics, management and psychology disciplines, and classifies the current research into three broad themes for future research paths: i) definitions and theories; ii) background and outcomes of wf conflict, balance and enrichment; and iii) methodological gaps. Advances have been made this decade on meta-analysis and the understanding of the positive side of WF interface. Future research opportunities in this field will include a deeper understanding of how to effectively cope with WF conflict, how to achieve WF enrichment, the use of different methods (qualitative, longitudinal and experimental studies) on samples of new occupations, and how researchers could address methodological problems (causality, endogeneity, simultaneity, effect size, and self-selection bias) to better handle the complexity of WF issues.

scholarly journals The efficacy of n-3 fatty acids DHA and EPA (fish oil) for perinatal depression

2010 ◽  
Vol 104 (11) ◽  
pp. 1577-1585 ◽  
Author(s):  
Linda A. W. Jans ◽  
Erik J. Giltay ◽  
A. J. Willem Van der Does
Keyword(s):  
Effect Size ◽  
Fixed Effects ◽  
Perinatal Depression ◽  
Post Partum ◽  
Meta Analysis ◽  
Placebo Treatment ◽  
Small Sample ◽  
Future Research ◽  
Fixed Effects Model ◽  
Beneficial Effects

Depressive symptoms are common during pregnancy and the post-partum period. Although essential n-3 PUFA may have beneficial effects on depression, it remains unclear whether they are also effective for perinatal depression. The purpose of the present study was to assess the efficacy of n-3 supplementation for perinatal depression, by performing a meta-analysis on currently available data. After a thorough literature search, we included seven randomised controlled trials in the meta-analysis, all with EPA and/or DHA supplementation. Most studies were judged to be of low-to-moderate quality, mainly due to small sample sizes and failure to adhere to Consolidated Standards of Reporting Trials guidelines. Some studies were not primarily designed to address perinatal depression. A total of 309 women on n-3 fatty acid supplementation were compared with 303 women on placebo treatment. n-3 Supplementation was not found to be significantly more effective than placebo at post-treatment with a pooled effect size (Hedges's g) of − 0·03 (95 % CI − 0·18, 0·13; P = 0·76) using a fixed-effects model. Heterogeneity was low-to-moderate (I2 = 30 %). In a subgroup analysis of three small studies of pregnant women with major depression, there was some indication of effectiveness (effect size 0·17; 95 % CI − 0·21, 0·55). In conclusion, the question of whether EPA and DHA administration is effective in the prevention or treatment of perinatal depression cannot be answered yet. Future research should focus on women who are clinically depressed (or at risk). The quality of research in this area needs to improve.

scholarly journals Ocean acidification and bivalve byssus: explaining variable responses using meta-analysis

2021 ◽  
Author(s):  
Jeff Clements ◽  
Matthew N. George
Keyword(s):  
Body Size ◽  
Ocean Acidification ◽  
Effect Size ◽  
Literature Search ◽  
Meta Analysis ◽  
Size Variation ◽  
Future Research ◽  
Systematic Literature Search ◽  
Attachment Strength ◽  
The Impact

1. Many bivalve molluscs settle and attach to surfaces using adhesive byssal threads – proteinaceous fibers that together form a network known as the byssus. Since these bivalves rely on byssus for survival, strong byssal attachment promotes a myriad of broad ecological services, including water filtration, nutrient extraction, sediment stabilization, and enhancing biodiversity through habitat creation.2. Numerous studies have documented weakened byssal attachment strength under ocean acidification (OA); however, a comparable number report no effect, even within the same species. Consequently, whether elevated CO2 levels expected under near-future OA will affect byssal attachment strength in nature remains hotly contested.3. We used a systematic literature search and meta-analysis to explore factors that could potentially explain observed effect size variation in byssal attachment strength following OA exposure. 4. A systematic literature search uncovered 20 studies experimentally testing the impact of OA on byssal attachment strength (or some proxy thereof). Meta-analysis revealed that body size (mean shell length) was the strongest predictor of effect size variation, with no significant effect of climate, species, year, study temperature, study location, exposure time, food amount, and pH offset. Functionally, a negative linear relationship was observed between body size and effect size.5. Our finding that the byssal strength of larger bivalves is more susceptible to negative OA effects runs counter to prevailing wisdom that larger, older animals of a given species are more robust to OA than earlier life history stages. 6. This highlights that body size and age may be important factors that determine OA sensitivity in adult calcifiers. In addition to body size, a critical review of each study revealed commonly neglected factors that could influence byssal thread attachment strength which we highlight to provide suggestions for future research in this area.

scholarly journals Childhood Maltreatment and Violent Outcomes: A Systematic Review and Meta-Analysis of Prospective Studies

2018 ◽  
Vol 21 (4) ◽  
pp. 754-768 ◽  
Author(s):  
Lucy Fitton ◽  
Rongqin Yu ◽  
Seena Fazel
Keyword(s):  
Prospective Studies ◽  
Childhood Maltreatment ◽  
English Language ◽  
Meta Analysis ◽  
Future Research ◽  
Older Individuals ◽  
Random Effects Models ◽  
Unpublished Studies ◽  
Analytic Review ◽  
Meta Regression

The risk of violence following childhood maltreatment is uncertain. This meta-analytic review identified prospective studies that have examined this association. We systematically searched three electronic databases (PsycINFO, EMBASE, and MEDLINE) and completed a targeted search on Google Scholar. These were supplemented with scanning reference lists and correspondence with authors. We considered non-English-language and unpublished studies. Studies were included if childhood maltreatment was measured before age 18 years and occurred before violent outcomes. We identified 18 eligible studies with data on 39,271 participants. We conducted meta-analysis to calculate odds ratios ( ORs) using random-effects models. Heterogeneity was explored through subgroup analyses and meta-regression. The overall OR of violent outcomes in childhood maltreatment was 1.8 (95% confidence interval [1.4, 2.3]) with substantial heterogeneity ( I2 = 92%). Meta-regression suggested that risk of violence following childhood maltreatment was more elevated in samples with higher percentage of females, in higher quality investigations, in studies with case-linkage methods compared to that followed-up participants over time using a prospective cohort design, when general population or matched controls were used rather than selected population controls, and when violent outcomes were ascertained in older individuals. In conclusion, the risk of later violence perpetration was modestly increased in individuals with a history of childhood maltreatment. Preventative strategies and interventions for childhood maltreatment may have an important role in violence reduction. Methodological issues and recommendations for future research are discussed.

Exploring evidence to develop a nomenclature for forensic accounting

2018 ◽  
Vol 30 (2) ◽  
pp. 135-154 ◽  
Author(s):  
Vida Botes ◽  
Ahmed Saadeh
Keyword(s):  
South Africa ◽  
New Zealand ◽  
Large Scale ◽  
Public Awareness ◽  
Meta Analysis ◽  
Future Research ◽  
Content Type ◽  
Forensic Accounting ◽  
Financial Scandals ◽  
Definition Of

Purpose Large-scale financial scandals in business have increased public awareness of fraud and the need for forensic accounting (FA) services. Despite a steadily growing body of knowledge of FA, Huber (2012) argued that the term FA is ill defined. This paper aims to support the development of a nomenclature for FA by gathering evidence on the prevalence of the term in the Southern Hemisphere. Hence the authors ask how, when, where and in which context the term FA appears. In analysing the evidence gathered, the authors also aim to identify changes to the use of the term. Finally, they intend to make suggestions for future development and research relating to the term to advance knowledge. The authors also aim to suggest a definition for the term FA. Design/methodology/approach To obtain evidence to support the development of an accepted definition for FA, a rigorous search of the literature is performed, using a structured review framework. Findings The findings of this paper demonstrate the prevalence of the term FA in publications in Australia, New Zealand and South Africa, but that limited publications from SA create opportunities for researchers from emerging economies to publish in the FA field. This meta-analysis shows among others a strong focus on the role of FA in fraud prevention and increased reliance on websites (in contrast to reliance on academic literature) for information on FA. This research identifies changes to the use of the term and concludes that the narrow definition of FA prevails. Delivering on the third objective of this paper, the authors provide insights into future developments in FA and find that a need exists to explore FA in a much wider context. Research limitations/implications The research is limited to Australia, New Zealand and South Africa. Limitations exist in that the authors focused particularly on high-quality journals and excluded other journals from our search. As they were specifically searching for the use of the term “forensic accounting”, they excluded any other term, e.g. fraud auditing, from the research. Future research may well expand the search terminology. Practical implications Without an established definition of the commonly used term forensic accounting, the general public will be confused about the services that can be expected from forensic accountants. To date, FA definitions have been formulated mostly intuitively; however, if FA is to grow as a field, an accepted definition needs to be formulated. Social implications FA offers a new area of growth in the accounting field. Clarification of exactly what is meant by the term has implications for future careers in the field of accounting. Originality/value To date, no study of this nature has been undertaken anywhere in the world.

scholarly journals Laboratory aggression and personality traits: A meta-analytic review

2018 ◽  
Author(s):  
Courtland Hyatt ◽  
Amos Zeichner ◽  
Josh Miller
Keyword(s):  
Big Five ◽  
Precise Measurement ◽  
Factor Model ◽  
Five Factor Model ◽  
Meta Analysis ◽  
Effect Sizes ◽  
Future Research ◽  
Random Effects Models ◽  
Methodological Rigor ◽  
Analytic Review

Among operationalizations of aggression, laboratory paradigms are unique in that they permit precise measurement of aggression while controlling for many possible confounds (e.g., levels of provocation). In the current undertaking, we conducted a meta-analysis of the relations between laboratory aggression and trait-based personality constructs thought to be among the most robust and consistent predictors of lab aggression, including traits from the predominant model of general personality (Big Five/Five Factor Model [FFM]), as well as personality disorder constructs including psychopathy, narcissism, and sadism. Our search yielded 54 usable studies containing 123 effect sizes. Random-effects models suggest that psychopathy, narcissism, sadism, and low FFM Agreeableness are significant predictors of laboratory aggression with small to moderate effect sizes. Impulsivity and FFM Openness also showed significant relations, though they were smaller in magnitude. Thus, traits related to aggression outside of the laboratory also appear to be related to aggression in the laboratory. Suggestions are made for future research in this area, including an emphasis on causal mechanisms and methodological rigor.

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