Conceptual Framework (gec-conceptual-framework)
GEC publishes work that is theoretically and empirically rigorous. The conceptual framework is what
makes a human-dimensions paper more than a description: it names the concepts, specifies how they relate,
and dictates what evidence would confirm or disconfirm the argument. This is the heart of a GEC paper —
treat it as a load-bearing contribution, not boilerplate.
When to trigger
- Defining the concepts, mechanisms, and relationships the paper rests on
- A reviewer said the paper is "atheoretical," "descriptive," or "the framework does no work"
- Adapting an established framework (IPCC vulnerability, Ostrom SES/IAD, MLP transitions, livelihoods)
- Building an original framework or integrating two traditions
What a strong GEC framework does
- Generates the question. The framework should make clear why the question follows — the gap
from
gec-literature-positioning is what it is built to close.
- Defines concepts precisely. Vulnerability, adaptive capacity, resilience, governance, transition,
equity — these are contested terms. State which definition you use and why.
- Specifies relationships and mechanisms. Name the causal or constitutive links (driver → pressure
→ response; hazard × exposure × vulnerability; actors × institutions × outcomes). A diagram often helps.
- Dictates the evidence. The framework must say what observations would support or undermine it —
this is the bridge to
gec-research-design.
- Is interdisciplinary by construction. Connect a domain concept to a social-science concept so the
framework speaks across GEC's literatures.
Common frameworks (adapt, don't decorate)
| Tradition |
Core lens |
Watch for |
| Vulnerability / risk |
hazard × exposure × vulnerability; entitlements; livelihoods |
conflating risk with hazard; ignoring social differentiation |
| Socio-ecological systems |
IAD / SES (Ostrom); feedbacks; commons |
box-ticking the framework without using it |
| Sustainability transitions |
multi-level perspective; niches/regimes/landscape |
treating transitions as automatic, apolitical |
| Governance |
polycentric / adaptive / multi-level governance |
describing institutions without explaining outcomes |
| Political ecology |
power, scale, access, distribution |
narrative with no analytic structure |
Anti-patterns
- Citing a framework in the intro then never using it to structure the analysis
- A "kitchen-sink" framework with every fashionable concept and no mechanism
- Undefined contested terms (resilience, vulnerability) used loosely
- A framework that cannot be confronted with evidence (unfalsifiable)
Referee-pushback patterns and the GEC-specific fix
These are the framework objections GEC referees write most often, paired with the move that converts them. The signature GEC failure is a framework borrowed from natural science with the human-dimensions content thinned to a label.
| Referee wording you will see |
What it diagnoses |
The fix that lands at GEC |
| "The framework is invoked but does no analytic work" |
A decorative citation, not a load-bearing lens |
Re-derive each hypothesis from a named link in the framework; show one result the framework predicted and a rival did not |
| "Human dimensions are thin — this reads as natural science with a social gloss" |
Coupled system asserted, only the biophysical half theorised |
Give actors, institutions, and distributional stakes equal conceptual weight to the hazard or biophysical driver |
| "Concepts are used loosely (resilience, vulnerability)" |
Contested terms left undefined |
Commit to one definition with a citation, state what it excludes, and use it identically throughout |
| "The framework is not connected to the evidence" |
No bridge from concept to observable |
Add an explicit row mapping each concept to its measure and the disconfirming observation |
| "Integration is stapled, not genuine" |
Two literatures cited side by side |
Name the single constitutive link where the domain and social-science concepts meet on your question |
Worked micro-example (illustrative — coastal adaptation vignette)
A team frames a mixed-methods study of climate adaptation and social vulnerability in a coastal delta region. Numbers below are illustrative.
- Weak version (desk-reject risk): "We apply a resilience lens to flooding in the delta." Resilience is undefined; the framework predicts nothing; the social half is a sentence.
- GEC-strong version: the framework specifies hazard exposure (storm-surge depth) × differentiated entitlements (land tenure, credit access) → adaptive action → residual vulnerability. It commits to a livelihoods-plus-entitlements definition of vulnerability, and predicts that households in the bottom tenure tier adapt 40% less (illustrative) despite equal exposure.
- Payoff: when the survey shows adaptive-action rates of 0.62 vs 0.37 (illustrative) across tenure tiers at equal surge exposure, the framework — not the hazard alone — explains the gap, and a pure biophysical rival cannot.
Calibration anchors (hedged where uncertain)
- Interdisciplinary integration bar: a GEC framework that a social scientist and a domain scientist would both recognise as theirs clears the bar; one half present, the other labelled, does not.
- Falsifiability bar: if no realistic observation could undermine the framework, referees treat it as narrative, not theory.
- Global-significance framing: the framework should explain why the mechanism travels beyond the case, even when the evidence is local; confirm the journal's current scope statement on its author guidelines for the exact wording.
Output format
【Core concepts】defined (with the definition chosen)
【Relationships / mechanism】the links the framework asserts
【Interdisciplinary link】the domain ↔ social-science connection
【Evidence implied】what would confirm / disconfirm it
【Diagram?】yes/no (recommended for complex frameworks)
【Next】gec-research-design
Supplementary resources
Source: brycewang-stanford/Awesome-Journal-Skills → Global-Environmental-Change-Skills/skills/gec-conceptual-framework/SKILL.md
1---2name: gec-conceptual-framework3description: Use when building the conceptual or analytical framework for a Global Environmental Change (GEC) manuscript. GEC values theoretically rigorous, interdisciplinary work, so the framework must connect concepts (vulnerability, governance, transitions, socio-ecological systems) to the empirical analysis. Builds the framework; it does not run the analysis.4---5
6
7# Conceptual Framework (gec-conceptual-framework)
8
9GEC publishes work that is **theoretically and empirically rigorous**. The conceptual framework is what
10makes a human-dimensions paper more than a description: it names the concepts, specifies how they relate,
11and dictates what evidence would confirm or disconfirm the argument. This is the heart of a GEC paper —
12treat it as a load-bearing contribution, not boilerplate.
13
14## When to trigger
15
16- Defining the concepts, mechanisms, and relationships the paper rests on
17- A reviewer said the paper is "atheoretical," "descriptive," or "the framework does no work"
18- Adapting an established framework (IPCC vulnerability, Ostrom SES/IAD, MLP transitions, livelihoods)
19- Building an original framework or integrating two traditions
20
21## What a strong GEC framework does
22
231. **Generates the question.** The framework should make clear *why* the question follows — the gap
24 from `gec-literature-positioning` is what it is built to close.
252. **Defines concepts precisely.** Vulnerability, adaptive capacity, resilience, governance, transition,
26 equity — these are contested terms. State which definition you use and why.
273. **Specifies relationships and mechanisms.** Name the causal or constitutive links (driver → pressure
28 → response; hazard × exposure × vulnerability; actors × institutions × outcomes). A diagram often helps.
294. **Dictates the evidence.** The framework must say what observations would support or undermine it —
30 this is the bridge to `gec-research-design`.
315. **Is interdisciplinary by construction.** Connect a domain concept to a social-science concept so the
32 framework speaks across GEC's literatures.
33
34## Common frameworks (adapt, don't decorate)
35
36| Tradition | Core lens | Watch for |
37|-----------|-----------|-----------|
38| Vulnerability / risk | hazard × exposure × vulnerability; entitlements; livelihoods | conflating risk with hazard; ignoring social differentiation |
39| Socio-ecological systems | IAD / SES (Ostrom); feedbacks; commons | box-ticking the framework without using it |
40| Sustainability transitions | multi-level perspective; niches/regimes/landscape | treating transitions as automatic, apolitical |
41| Governance | polycentric / adaptive / multi-level governance | describing institutions without explaining outcomes |
42| Political ecology | power, scale, access, distribution | narrative with no analytic structure |
43
44## Anti-patterns
45
46- Citing a framework in the intro then never using it to structure the analysis
47- A "kitchen-sink" framework with every fashionable concept and no mechanism
48- Undefined contested terms (resilience, vulnerability) used loosely
49- A framework that cannot be confronted with evidence (unfalsifiable)
50
51## Referee-pushback patterns and the GEC-specific fix
52
53These are the framework objections GEC referees write most often, paired with the move that converts them. The signature GEC failure is a framework borrowed from natural science with the human-dimensions content thinned to a label.
54
55| Referee wording you will see | What it diagnoses | The fix that lands at GEC |
56|------------------------------|-------------------|---------------------------|
57| "The framework is invoked but does no analytic work" | A decorative citation, not a load-bearing lens | Re-derive each hypothesis from a named link in the framework; show one result the framework predicted and a rival did not |
58| "Human dimensions are thin — this reads as natural science with a social gloss" | Coupled system asserted, only the biophysical half theorised | Give actors, institutions, and distributional stakes equal conceptual weight to the hazard or biophysical driver |
59| "Concepts are used loosely (resilience, vulnerability)" | Contested terms left undefined | Commit to one definition with a citation, state what it excludes, and use it identically throughout |
60| "The framework is not connected to the evidence" | No bridge from concept to observable | Add an explicit row mapping each concept to its measure and the disconfirming observation |
61| "Integration is stapled, not genuine" | Two literatures cited side by side | Name the single constitutive link where the domain and social-science concepts meet on your question |
62
63## Worked micro-example (illustrative — coastal adaptation vignette)
64
65A team frames a mixed-methods study of climate adaptation and social vulnerability in a coastal delta region. Numbers below are illustrative.
66
67- **Weak version (desk-reject risk):** "We apply a resilience lens to flooding in the delta." Resilience is undefined; the framework predicts nothing; the social half is a sentence.
68- **GEC-strong version:** the framework specifies *hazard exposure (storm-surge depth) × differentiated entitlements (land tenure, credit access) → adaptive action → residual vulnerability*. It commits to a livelihoods-plus-entitlements definition of vulnerability, and predicts that households in the bottom tenure tier adapt 40% less (illustrative) despite equal exposure.
69- **Payoff:** when the survey shows adaptive-action rates of 0.62 vs 0.37 (illustrative) across tenure tiers at equal surge exposure, the framework — not the hazard alone — explains the gap, and a pure biophysical rival cannot.
70
71## Calibration anchors (hedged where uncertain)
72
73- **Interdisciplinary integration bar:** a GEC framework that a social scientist and a domain scientist would both recognise as theirs clears the bar; one half present, the other labelled, does not.
74- **Falsifiability bar:** if no realistic observation could undermine the framework, referees treat it as narrative, not theory.
75- **Global-significance framing:** the framework should explain why the mechanism travels beyond the case, even when the evidence is local; confirm the journal's current scope statement on its author guidelines for the exact wording.
76
77## Output format
78
79```
80【Core concepts】defined (with the definition chosen)
81【Relationships / mechanism】the links the framework asserts
82【Interdisciplinary link】the domain ↔ social-science connection
83【Evidence implied】what would confirm / disconfirm it
84【Diagram?】yes/no (recommended for complex frameworks)
85【Next】gec-research-design
86```
87
88## Supplementary resources
89
90- [`../../resources/external_tools.md`](../../resources/external_tools.md) — conceptual frameworks and systems-mapping tools
91- [`../../resources/official-source-map.md`](../../resources/official-source-map.md) — GEC emphasis on theoretical rigor
92
93---
94
95**Source:** [`brycewang-stanford/Awesome-Journal-Skills`](https://github.com/brycewang-stanford/Awesome-Journal-Skills) → `Global-Environmental-Change-Skills/skills/gec-conceptual-framework/SKILL.md`
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