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Searching the literature
- This is the beginning of the data collection phase. At this time,
authors must identify a range of information sources as well
as the studies that are pertinent to the review.
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Screening for inclusion
- The next step of the data collection phase includes evaluating
the applicability of the studies previously identified and
selecting or excluding them.
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Assessing quality
- This step involves assessing the methodological quality of the
primary studies.
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Extracting data
- This step involves gathering applicable information from each
of the primary studies included in the review.
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Analyzing and synthesizing data
- This last step requires authors to organize, compare, collate,
summarize, aggregate or interpret the information previously
extracted in order to suggest a new contribution to knowledge.
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A Systematic Review of Scholarly Research on the Content of Wikipedia
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Quality of Content
- Comprehensiveness
- Multidisciplinary and general
- Medicine and health
- Histoty
- Psychology
- Biology
- Communication
- Currency
- Readability and Style
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Reliability
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Reliability assessment of Wikipedia
- positive or equivalent evaluations
- negative or inferior evaluations
- verifiability: citing other sources
- quality-related trends
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Antecedents of Quality
- Group characteristics
- Editing patterns and processes
- Featured Articles
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Size of Wikipedia
- Micro-Level Size Factors
- Macro-Level Size Factors
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serve as the background for an empirical study or as an independent, standalone piece that provides a valuable contribution in its own right
- Task A
- Task B
- Task C
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General procedure
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Formulation the problem
- This step requires authors to define the review's objective(s), provide definitions of key concepts and justify the need for a review article
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Guidelines to Evaluate Standalone Literature Reviews
- reviewed the
reference lists of the abovementioned sources
- selected those papers that offer
practical or pragmatic guidelines on how to perform literature reviews
- validated our list of papers using the
backward and forward search techniques
- carefully scrutinized each paper
- reflected on the usefulness and necessity of each activity, or guideline, in the
review process by questioning how it satisfied a specific purpose in terms of the study’s methodological
rigor
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Types of Literature Review
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Narrative reviews
- summarize previously published research on a topic of interest
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Developmental reviews
- provide a research community with new conceptualizations, research models, theories, frameworks or methodological approaches
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Cumulative reviews
- compile empirical evidence to map bodies of literature and draw overall conclusions regarding particular topics od interest
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Aggregative reviews
- bring together prior findings and test specific research hypotheses or propositions. By rigorously collating and pooling prior empirical data, aggregative reviews are particularly valued for providing evidence-based validations of pre-specified theoretical models and propositions.
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Descriptive review
- seek to determine the extent to which a body of empirical studies in a specific research area supports or reveals any interpretable patterns or trends with respect to pre-existing propositions, theories, methodologies or findings
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Scoping reviews
- attempt to provide an initial indication of the potential size and nature of the available literature on a particular topic
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Meta-analysis
- use specific data extraction techniques and statistical methods to aggregate quantitative data in the form of standard effect measures
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Qualitative systematic reviews
- attempt to search, identify, select, appraise, and abstract data from quantitative empirical studies to answer the following main questions
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Umbrella reviews
- a tertiary type of study that integrates relevant evidence from multiple systematic reviews (qualitative or quantitative) into one accessible and usable document to address a narrow research question
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Theoretical reviews
- draws on existing conceptual and empirical studies to provide a context for identifying, describing, and transforming into a higher order of theoretical structure and various concepts, constructs or relationships
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Realist reviews
- theory-driven interpretative reviews that were developed to inform, enhance, extend
or alternatively supplement conventional systematic reviews by making sense of heterogeneous evidence about complex interventions applied in diverse contexts in a way that informs policy decision making
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Critical reviews
- aim to critically analyze the extant literature on a broad topic to reveal weaknesses, contradictions, controversies, or inconsistencies
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the goal of rigor
- define internal validity as the extent to
which the review represents accurately the phenomena it is intended to describe or explain
- define objectivity as the extent to which a
review’s findings are determined by the objects of the inquiry and not by the researchers’ biases and
values
- define external
validity as the extent to which the findings have applicability in other contexts
- define external
validity as the extent to which the findings have applicability in other contexts