| name | jbv-methods |
| description | Use when designing or defending the research design for a Journal of Business Venturing (JBV) manuscript — matching a methodologically pluralistic but theory-first approach (venture panels, experiments, qualitative process work, mixed methods) to an entrepreneurial question, and handling selection, survival, and novel-dataset issues. Designs the study; it does not estimate it (jbv-data-analysis) or frame the contribution (jbv-contribution-framing). |
Methods & Research Design (jbv-methods)
When to trigger
- You are choosing a design and unsure which fits a venture-creation question
- The design may not let you observe the entrepreneurial process you theorize
- A reviewer flags selection into entrepreneurship, survivorship bias, or sample novelty
- You are weighing qualitative process work, experiments, archival venture panels, or mixed methods
JBV is methodologically pluralistic — but theory-first
JBV prizes a clear, substantive theoretical contribution to entrepreneurship over any single method. Well-executed qualitative, conceptual, quantitative, and mixed-method studies are equally welcomed; the unifying demand is that the work advance theory about the entrepreneurial phenomenon, not merely apply a method. Choose the design that can actually test or build your theory:
| Entrepreneurial question / claim | Fitting design |
|---|
| Process of how ventures emerge / sensemaking | Inductive qualitative (Gioia, process), longitudinal case studies |
| Entrepreneurial judgment / cognition under uncertainty | Experiments, conjoint/policy-capturing, vignettes (Prolific/lab) |
| Antecedents/consequences across many ventures | Archival venture panels (Crunchbase, PitchBook, GEM, KFS, PSED) |
| Founding choice, exit, IPO, failure | Survival/event-history; selection models |
| Financing signals (VC, crowdfunding) | Field/natural experiments, panel with funding events |
| Theory-building plus generalization | Mixed methods (qual to build, quant to test) |
Design issues specific to the entrepreneurial setting
- Selection into entrepreneurship: founders self-select; model the choice (Heckman/Roy) or use design-based identification rather than ignoring it.
- Survivorship: new-venture samples lose failed ventures fast; a sample of survivors silently conditions on success. Design to observe pre-founding and failed ventures (PSED-style nascent panels, registry data).
- Novel datasets: JBV values new entrepreneurship data; document construction, coverage, and the sampling frame transparently — novelty is an asset only if the frame is defensible.
- Temporal precedence: to claim antecedents/mechanisms, the design must order them in time (longitudinal, pre/post a shock, staged measurement).
Co-submission of method artifacts
The Editorial Manager workflow lets you attach a MethodsX article (detailed protocol) or Data in Brief descriptor on the "Attach files" page — useful for novel measures, hand-coded datasets, or experimental protocols.
Execution bridge (StatsPAI / Stata MCP)
For the empirical / causal lane, estimate and audit rather than only specify. Full
map: execution-with-mcp. JBV studies founders and ventures where selection / survivorship threatens every claim; lead with identification and selection-correction tooling.
detect_design → recommend → fit with as_handle=true → audit_result to
enumerate the checks the design owes.- Panel / staggered DiD:
callaway_santanna / sun_abraham + bacon_decomposition
honest_did_from_result. IV: effective_f_test + anderson_rubin_ci. RDD:
rdrobust + mccrary_test.
- Experiments: randomization-based inference and
romano_wolf for the many-outcome
family-wise correction reviewers expect.
Match the toolchain to the reviewer pool, and report the effect size the venue
wants. A run end-to-end (synthetic data, real returns) is in the
JF execution walkthrough.
Checklist
Design referee-pushback patterns and the JBV-specific fix
| Pushback at the design stage | JBV-specific fix |
|---|
| "Cross-sectional, yet you theorize a venturing process." | Re-design with staged measurement or a pre/post shock; a single wave cannot carry a process claim. |
| "The construct is general-management ability relabeled." | Anchor the manipulation/measure to a venture primitive and show discriminant validity from it. |
| "Your sample is whoever survived to be observed." | Push the frame upstream to nascent/registry data capturing pre-founding and failed ventures. |
| "A novel hand-coded dataset — why trust the frame?" | Document construction, inter-coder reliability, and coverage; consider a MethodsX/Data in Brief co-submission. |
Worked micro-example (illustrative)
A hypothetical JBV study claims perceived environmental uncertainty causes founders to evaluate ambiguous opportunities more favorably. Design reasoning:
- Why an experiment: the claim is causal and about entrepreneurial judgment, so a vignette experiment (240 founders, illustrative) manipulates uncertainty while holding the opportunity fixed — isolating the targeted cognition.
- Construct guard: the vignette describes a new-venture opportunity under Knightian uncertainty, not a generic managerial decision, so a referee cannot recast it as ordinary risk-taking.
- Triangulation: pair it with an archival panel where a plausibly exogenous uncertainty shock shifts real founding/financing — answering "lab artificiality" by design.
- Temporal precedence: in the archival arm, measure uncertainty before the founding outcome so the antecedent claim is ordered in time.
Calibration anchors (hedged)
- JBV is method-pluralist: a deep inductive study and a clean field experiment clear the same bar if both advance entrepreneurship theory. The dividing line is theory payoff, not method prestige.
- The desk-reject-adjacent failure is the survivor-only, single-wave, generic-construct combination; design against all three up front.
- Artifact options (MethodsX, Data in Brief) can change; confirm against the journal's current author guidelines.
Anti-patterns
- Method-led, theory-light — a clean identification with no entrepreneurship-theory payoff.
- Survivor-only sample treated as representative of venture creation.
- Cross-sectional self-report used to claim a dynamic entrepreneurial process.
- Convenience startup sample with an undocumented frame.
Output format
【Question→design fit】design chosen + why it fits the entrepreneurial claim ...
【Selection】founding-choice strategy ...
【Survivorship/attrition】sampling-frame handling ...
【Data novelty】construction + coverage + frame ...
【Temporal precedence】how ordered in time ...
【Artifacts】MethodsX / Data in Brief? ...
【Next step】jbv-data-analysis
