Cross-Country & Multilevel Research Design (jibs-methods)
When to trigger
- You are choosing a design for a cross-border or multi-country question
- Your data are nested (individuals in firms in countries) and you need the right structure
- You anticipate reviewers probing measurement equivalence, CMV, or endogeneity
- A reviewer says "the design cannot support a cross-country inference"
JIBS is method-pluralistic; rigor is the gatekeeper
JIBS is paradigmatically and methodologically pluralistic by policy — quantitative, qualitative, mixed, and pure-theory work are all in scope. There is no single mandated method. But its practical center of gravity is theory-driven, hypothesis-testing empirical work on cross-country or multilevel data, held to demanding standards. Pick the design that fits the phenomenon, then engineer in the three rigor demands JIBS reviewers apply most insistently.
Match the design to the claim
| Phenomenon / claim |
Design |
| Country/culture shapes a firm or individual outcome |
Multilevel (firm/individual nested in country), with country-level predictors |
| Internationalization as a path-dependent process |
Longitudinal/dynamic panel of firms over time (FDI, entry, commitment) |
| Cross-cultural attitudes/behavior |
Multi-country survey with translated, back-translated instruments |
| Entry-mode / location / governance choice |
Discrete-choice archival design on cross-border deals (SDC, fDi Markets) |
| Deep contextual MNE puzzle |
Comparative / multi-country case study (qualitative) |
Build in JIBS's three rigor demands at the design stage
- Cross-national measurement equivalence. Because constructs are studied across countries and cultures, plan multi-group measurement from the outset: identical (translated/back-translated) instruments, and a plan to test configural, metric, and scalar invariance. Equivalence is a first-order concern at JIBS, not an afterthought.
- Common-method variance (CMV). JIBS actively gatekeeps CMV: survey/same-respondent designs that appear to suffer from CMV are routinely asked to run validity checks and resubmit, per a dedicated "From the Editors" CMV editorial. Design procedural remedies now — temporal/source separation, different respondents for predictor and outcome, archival anchors, a marker variable.
- Endogeneity / "dynamic endogeneity." For internationalization-as-process designs, JIBS names dynamic endogeneity as a recurring demand: past internationalization, performance, and unobserved firm heterogeneity co-evolve. Plan identification now — instruments, dynamic-panel GMM, lag structure, or a natural experiment — rather than bolting it on later.
Consult the methods-editorial canon
The AIB Research Methods SIG curates ~28 JIBS "From the Editors" methods editorials (2008–2022) on endogeneity, multilevel models, interaction effects, QCA, replication/reproducibility, CMV, and p-values. Reviewers treat these as de facto standards — align your design with the relevant editorial and cite it.
Execution bridge (StatsPAI / Stata MCP)
For the empirical / causal lane, estimate and audit rather than only specify. Full
map: execution-with-mcp. JIBS is international business — cross-country panels with confounded institutions; emphasize fixed effects, clustering, and endogeneity of location / entry choices.
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.
Output format
【Design】multilevel / dynamic-panel / multi-country survey / archival choice / case ...
【Levels & nesting】 ... ; SE-clustering/aggregation plan
【Measurement equivalence plan】translation + configural/metric/scalar test ...
【CMV plan】procedural separations designed ...
【Endogeneity/dynamic-endogeneity plan】identification strategy ...
【FTE editorial alignment】which editorial(s) the design answers to ...
【Next step】jibs-data-analysis
Anti-patterns
- Pooling countries with no plan to test measurement invariance.
- A single-source, single-wave, same-respondent cross-country survey with no CMV remedy.
- Internationalization-process design with no endogeneity strategy.
- Choosing a method by habit rather than fit to the phenomenon.
Source: brycewang-stanford/Awesome-Journal-Skills → Journal-of-International-Business-Studies-Skills/skills/jibs-methods/SKILL.md
1---2name: jibs-methods3description: Use when designing the empirical study for a Journal of International Business Studies (JIBS) manuscript — matching a cross-country and/or multilevel design to the question, planning for measurement equivalence, common-method variance, and endogeneity before data collection. Designs the study; it does not run the estimation (jibs-data-analysis) or build the mechanism (jibs-theory-development).4---5
6
7# Cross-Country & Multilevel Research Design (jibs-methods)
8
9## When to trigger
10
11- You are choosing a design for a cross-border or multi-country question
12- Your data are nested (individuals in firms in countries) and you need the right structure
13- You anticipate reviewers probing measurement equivalence, CMV, or endogeneity
14- A reviewer says "the design cannot support a cross-country inference"
15
16## JIBS is method-pluralistic; rigor is the gatekeeper
17
18JIBS is **paradigmatically and methodologically pluralistic** by policy — quantitative, qualitative, mixed, and pure-theory work are all in scope. There is **no single mandated method**. But its practical center of gravity is **theory-driven, hypothesis-testing empirical work on cross-country or multilevel data**, held to demanding standards. Pick the design that fits the phenomenon, then engineer in the three rigor demands JIBS reviewers apply most insistently.
19
20## Match the design to the claim
21
22| Phenomenon / claim | Design |
23|------------------------------------------------------|---------------------------------------------------------------|
24| Country/culture shapes a firm or individual outcome | Multilevel (firm/individual nested in country), with country-level predictors |
25| Internationalization as a path-dependent process | Longitudinal/dynamic panel of firms over time (FDI, entry, commitment) |
26| Cross-cultural attitudes/behavior | Multi-country survey with translated, back-translated instruments |
27| Entry-mode / location / governance choice | Discrete-choice archival design on cross-border deals (SDC, fDi Markets) |
28| Deep contextual MNE puzzle | Comparative / multi-country case study (qualitative) |
29
30## Build in JIBS's three rigor demands at the design stage
31
321. **Cross-national measurement equivalence.** Because constructs are studied across countries and cultures, plan multi-group measurement from the outset: identical (translated/back-translated) instruments, and a plan to test configural, metric, and scalar invariance. Equivalence is a *first-order* concern at JIBS, not an afterthought.
332. **Common-method variance (CMV).** JIBS actively gatekeeps CMV: survey/same-respondent designs that appear to suffer from CMV are routinely asked to run validity checks and resubmit, per a dedicated "From the Editors" CMV editorial. Design *procedural* remedies now — temporal/source separation, different respondents for predictor and outcome, archival anchors, a marker variable.
343. **Endogeneity / "dynamic endogeneity."** For internationalization-as-process designs, JIBS names dynamic endogeneity as a recurring demand: past internationalization, performance, and unobserved firm heterogeneity co-evolve. Plan identification now — instruments, dynamic-panel GMM, lag structure, or a natural experiment — rather than bolting it on later.
35
36## Consult the methods-editorial canon
37
38The AIB Research Methods SIG curates ~28 JIBS "From the Editors" methods editorials (2008–2022) on endogeneity, multilevel models, interaction effects, QCA, replication/reproducibility, CMV, and p-values. Reviewers treat these as de facto standards — align your design with the relevant editorial and cite it.
39
40## Execution bridge (StatsPAI / Stata MCP)
41
42For the **empirical / causal lane**, estimate and audit rather than only specify. Full
43map: [`execution-with-mcp`](../../../shared-resources/empirical-methods/execution-with-mcp.md). JIBS is international business — cross-country panels with confounded institutions; emphasize fixed effects, clustering, and endogeneity of location / entry choices.
44
45- `detect_design` → `recommend` → fit with `as_handle=true` → `audit_result` to
46 enumerate the checks the design owes.
47- **Panel / staggered DiD:** `callaway_santanna` / `sun_abraham` + `bacon_decomposition`
48 + `honest_did_from_result`. **IV:** `effective_f_test` + `anderson_rubin_ci`. **RDD:**
49 `rdrobust` + `mccrary_test`.
50- **Experiments:** randomization-based inference and `romano_wolf` for the many-outcome
51 family-wise correction reviewers expect.
52
53Match the toolchain to the **reviewer pool**, and report the effect size the venue
54wants. A run end-to-end (synthetic data, real returns) is in the
55[JF execution walkthrough](../../../Journal-of-Finance-Skills/resources/worked-examples/02-execution-walkthrough.md).
56## Output format
57
58```
59【Design】multilevel / dynamic-panel / multi-country survey / archival choice / case ...
60【Levels & nesting】 ... ; SE-clustering/aggregation plan
61【Measurement equivalence plan】translation + configural/metric/scalar test ...
62【CMV plan】procedural separations designed ...
63【Endogeneity/dynamic-endogeneity plan】identification strategy ...
64【FTE editorial alignment】which editorial(s) the design answers to ...
65【Next step】jibs-data-analysis
66```
67
68## Anti-patterns
69
70- Pooling countries with no plan to test measurement invariance.
71- A single-source, single-wave, same-respondent cross-country survey with no CMV remedy.
72- Internationalization-process design with no endogeneity strategy.
73- Choosing a method by habit rather than fit to the phenomenon.
74
75---
76
77**Source:** [`brycewang-stanford/Awesome-Journal-Skills`](https://github.com/brycewang-stanford/Awesome-Journal-Skills) → `Journal-of-International-Business-Studies-Skills/skills/jibs-methods/SKILL.md`
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