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Promoting Replicability in Developmental Research Through Meta-analyses: Insights From Language Acquisition Research
by
Cristia, Alejandrina
,
Lewis, Molly L.
,
Piccinini, Page E.
in
Child Development
,
Child Language
,
Childbirth & labor
2018
Previous work suggests that key factors for replicability, a necessary feature for theory building, include statistical power and appropriate research planning. These factors are examined by analyzing a collection of 12 standardized meta-analyses on language development between birth and 5 years. With a median effect size of Cohen's d = .45 and typical sample size of 18 participants, most research is underpowered (range = 6%-99%; median = 44%); and calculating power based on seminal publications is not a suitable strategy. Method choice can be improved, as shown in analyses on exclusion rates and effect size as a function of method. The article ends with a discussion on how to increase replicability in both language acquisition studies specifically and developmental research more generally.
Journal Article
Vernetzen, fordern, konsolidieren, starken–zur Grundung der Gesellschaft fur transdisziplinare und partizipative Forschung/Networking, promoting, consolidating, strengthening - on the foundation of the Society for Transdisciplinary and Participatory Research
by
Schafer, Ma
,
Bergmann, Matthias
,
Mbah, Melanie
in
Interdisciplinary research
,
Participant observation
2023
Um den Herausforderungen der Gegenwart nachhaltig begegnen zu konnen, ist transdisziplinar und partizipativ ausgerichtete Forschung zentral. Diese Art der Forschung erfordert verstarkten Austausch und verstarkte Vernetzung zwischen den Forschenden. Auf Initiative der Plattform tdAcademy wurde dazu die Gesellschaft fur transdisziplinare und partizipative Forschung (GTPF) gegrundet, die sich als Anlaufstelle und unabhangige Interessenvertretung der transdisziplinaren und partizipativen Forschung versteht--auch gegenuber Politik und Forderinstitutionen. Die Mitglieder engagieren sich in Vernetzung, Aus- und Weiterbildung sowie bei der Konsolidierung dieser Forschungsansatze und der Qualitatsstandards. Keywords: capacity building, network, participatory research, tdAcademy, transdisciplinary research
Journal Article
Social Media Use for Research Participant Recruitment: Integrative Literature Review
2022
Social media tools have provided health researchers with the opportunity to engage with communities and groups in a nonconventional manner to recruit participants for health research. Using social media to advertise research opportunities and recruit participants facilitates accessibility to participants from broad geographical areas and diverse populations. However, little guidance is provided by ethics review boards for researchers to effectively use this recruitment method in their research. This study sought to explore the literature on the use of social media for participant recruitment for research studies and identify the best practices for recruiting participants using this method. An integrative review approach was used to synthesize the literature. A total of 5 health sciences databases, namely, EMBASE (Ovid), MEDLINE (Ovid and EBSCOhost), PsycINFO (Ovid), Scopus (Elsevier), and CINAHL Plus with Full Text (EBSCOhost), were searched using predefined keywords and inclusion and exclusion criteria. The initial search was conducted in October 2020 and was updated in February 2022. Descriptive and content analyses were applied to synthesize the results, and the findings are presented in a narrative and tabular format. A total of 96 records were included in this review, 83 (86%) from the initial search and 13 (14%) from the updated search. The publication year ranged between 2011 and 2022, with most publications (63/96, 66%) being from the United States. Regarding recruitment strategy, 45% (43/96) of the studies exclusively used social media, whereas 51% (49/96) used social media in conjunction with other strategies. The remaining 4% (4/96) provided guidelines and recommendations for social media recruitment. Notably, 38% (36/96) of these studies involved hard-to-reach populations. The findings also revealed that the use of social media is a cost-effective and efficient strategy for recruiting research participants. Despite the expanded use across different populations, there is limited participation of older adults in social media recruitment. This review provides important insights into the current use of social media for health research participant recruitment. Ethics boards and research support services in academic institutions are encouraged to explicitly provide researchers with guidelines on the use of social media for health research participant recruitment. A preliminary guideline prepared based on the findings of this review is proposed to spark further development in this area.
Journal Article
Evaluating CloudResearch’s Approved Group as a solution for problematic data quality on MTurk
by
Robinson, Jonathan
,
Rosenzweig, Cheskie
,
Litman, Leib
in
Attention
,
Behavioral Science and Psychology
,
Cognitive Psychology
2023
Maintaining data quality on Amazon Mechanical Turk (MTurk) has always been a concern for researchers. These concerns have grown recently due to the bot crisis of 2018 and observations that past safeguards of data quality (e.g., approval ratings of 95%) no longer work. To address data quality concerns, CloudResearch, a third-party website that interfaces with MTurk, has assessed ~165,000 MTurkers and categorized them into those that provide high- (~100,000, Approved) and low- (~65,000, Blocked) quality data. Here, we examined the predictive validity of CloudResearch’s vetting. In a pre-registered study, participants (
N
= 900) from the Approved and Blocked groups, along with a Standard MTurk sample (95% HIT acceptance ratio, 100+ completed HITs), completed an array of data-quality measures. Across several indices, Approved participants (i) identified the content of images more accurately, (ii) answered more reading comprehension questions correctly, (iii) responded to reversed coded items more consistently, (iv) passed a greater number of attention checks, (v) self-reported less cheating and actually left the survey window less often on easily Googleable questions, (vi) replicated classic psychology experimental effects more reliably, and (vii) answered AI-stumping questions more accurately than Blocked participants, who performed at chance on multiple outcomes. Data quality of the Standard sample was generally in between the Approved and Blocked groups. We discuss how MTurk’s Approval Rating system is no longer an effective data-quality control, and we discuss the advantages afforded by using the Approved group for scientific studies on MTurk.
Journal Article
The pandemic of physical inactivity: global action for public health
by
Craig, Cora Lynn
,
Lambert, Estelle Victoria
,
Kohl, Harold W
in
advocacy
,
Biological and medical sciences
,
death
2012
Physical inactivity is the fourth leading cause of death worldwide. We summarise present global efforts to counteract this problem and point the way forward to address the pandemic of physical inactivity. Although evidence for the benefits of physical activity for health has been available since the 1950s, promotion to improve the health of populations has lagged in relation to the available evidence and has only recently developed an identifiable infrastructure, including efforts in planning, policy, leadership and advocacy, workforce training and development, and monitoring and surveillance. The reasons for this late start are myriad, multifactorial, and complex. This infrastructure should continue to be formed, intersectoral approaches are essential to advance, and advocacy remains a key pillar. Although there is a need to build global capacity based on the present foundations, a systems approach that focuses on populations and the complex interactions among the correlates of physical inactivity, rather than solely a behavioural science approach focusing on individuals, is the way forward to increase physical activity worldwide.
Journal Article