Awesome-Agent-Skills-for-Empirical-Research meta-synthesis-guide
Conduct qualitative meta-synthesis and evidence synthesis methods
install
source · Clone the upstream repo
git clone https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/43-wentorai-research-plugins/skills/research/deep-research/meta-synthesis-guide" ~/.claude/skills/brycewang-stanford-awesome-agent-skills-for-empirical-research-meta-synthesis-gu && rm -rf "$T"
manifest:
skills/43-wentorai-research-plugins/skills/research/deep-research/meta-synthesis-guide/SKILL.mdsource content
Meta-Synthesis Guide
A skill for conducting qualitative meta-synthesis -- the systematic integration of findings across multiple qualitative studies. Covers meta-ethnography (Noblit & Hare), thematic synthesis (Thomas & Harden), framework synthesis, and quality appraisal of qualitative studies.
What Is Qualitative Meta-Synthesis?
Overview
Meta-synthesis is to qualitative research what meta-analysis is to quantitative research -- it systematically combines findings from multiple studies to produce higher-order interpretations. Key differences from meta-analysis: - Interpretive, not statistical aggregation - Aims to generate new understanding, not average effect sizes - Synthesizes themes, concepts, and metaphors across studies - Product is a new interpretation, not a pooled statistic
When to Use Meta-Synthesis
Appropriate when: - Multiple qualitative studies exist on a topic - You want to build theory or deepen understanding - Individual studies have limited scope but collectively cover a phenomenon - Policy or practice needs an integrated evidence base from qualitative work Not appropriate when: - Studies are too heterogeneous in topic to meaningfully compare - Fewer than 3 qualitative studies exist - The goal is to measure effect sizes (use meta-analysis instead)
Meta-Ethnography (Noblit & Hare)
Seven-Step Process
def meta_ethnography_steps() -> dict: """ The seven steps of meta-ethnography (Noblit & Hare, 1988). """ return { "step_1_getting_started": { "description": "Identify the research question and intellectual interest", "output": "Clear synthesis question" }, "step_2_deciding_what_is_relevant": { "description": "Systematic search and selection of qualitative studies", "output": "Final set of included studies", "note": "Use PRISMA flow diagram to document selection" }, "step_3_reading_the_studies": { "description": ( "Read and re-read included studies carefully. " "Identify key metaphors, themes, and concepts in each." ), "output": "List of first-order (participant quotes) and " "second-order (author interpretations) constructs" }, "step_4_determining_how_studies_are_related": { "description": ( "Create a grid mapping constructs across studies. " "Determine if studies are reciprocal (about similar things), " "refutational (contradictory), or form a line of argument." ), "output": "Construct comparison table" }, "step_5_translating_studies": { "description": ( "Translate the concepts of one study into the terms of another. " "This is the core analytical step -- finding common meaning " "expressed in different language." ), "output": "Translated constructs across all studies" }, "step_6_synthesizing_translations": { "description": ( "Develop third-order constructs -- new interpretations " "that go beyond what any single study found." ), "output": "Third-order constructs (the synthesis)" }, "step_7_expressing_the_synthesis": { "description": "Write up the synthesis in a form accessible to the audience", "output": "Published meta-synthesis paper" } }
Types of Synthesis
Reciprocal translation: Studies are about similar things. Translate them into each other. "Study A calls it 'navigating uncertainty'; Study B calls it 'managing ambiguity'; Study C calls it 'living with not knowing'. The overarching construct is 'Tolerating the Unknown.'" Refutational synthesis: Studies contradict each other. Explore why. "Study A found empowerment through peer support; Study B found peer support increased anxiety. This refutation may be explained by the stage of illness at which support was received." Line of argument synthesis: Studies address different aspects that together form a whole. "Study A covers diagnosis, B covers treatment, C covers recovery. Together they reveal a trajectory of 'Reconstructing Identity.'"
Thematic Synthesis (Thomas & Harden)
Three-Stage Approach
Stage 1: Free coding of findings - Treat the findings sections of included studies as data - Code them line by line, as in primary qualitative analysis Stage 2: Organizing codes into descriptive themes - Group codes into descriptive themes - These are "close to" the original studies Stage 3: Generating analytical themes - Go beyond the content of the original studies - Generate new interpretive constructs - Answer the synthesis research question
Quality Appraisal
Assessing Qualitative Studies
Tools for appraising qualitative study quality: CASP Qualitative Checklist (10 items): - Was there a clear statement of aims? - Is a qualitative methodology appropriate? - Was the research design appropriate? - Was the recruitment strategy appropriate? - Was data collected in a way that addressed the research issue? - Was the relationship between researcher and participants considered? - Were ethical issues considered? - Was data analysis sufficiently rigorous? - Was there a clear statement of findings? - How valuable is the research? JBI Checklist for Qualitative Research (10 criteria) Decision: Include all studies or exclude low-quality studies? - Sensitivity analysis: Run the synthesis with and without lower-quality studies to see if conclusions change.
Reporting Standards
Use the ENTREQ (Enhancing Transparency in Reporting the Synthesis of Qualitative Research) statement. Report: the synthesis methodology used, the search strategy and selection criteria, quality appraisal results, a table of included studies with their key constructs, the synthesis process with clear evidence trails, and how third-order constructs were derived from the primary studies.