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Table 5 Categories of data to be collected in the coding stage

From: Evidence on the social, economic, and environmental impact of interventions that facilitate bamboo industry development for sustainable livelihoods: a systematic map protocol

Category

Definition

Example

Subcategories

1. Country

Country or countries where the intervention was carried out

China

1a. Asia

1b. Africa

1c. South America

1d. Europe

1e. Central America

1 f. North America

1 g. Australia

2. Intervention begins year

Year in which the intervention began

1996

2a. 1990–1994

2b. 1995–1999

2c. 2000–2004

2d. 2005–2009

2e. 2010–2014

2 f. 2015–2020

2 g. 2021–2022

3. Intervention ends year

Year in which the intervention ended

2000

3a. 1990–1994

3b. 1995–1999

3c. 2000–2004

3d. 2005–2009

3e. 2010–2014

3 f. 2015–2020

3 g. 2021–2022

4. Implementing body

Name of the organization or organizations that planned and implemented the relevant project, and type of organization

International Union for the Conservation of Nature

4a. Government

4b. Non-governmental organization

4c. Community Organization

4d. International Organization

5. Beneficiaries

Group of people or communities that the intervention aimed to benefit

Young people aged 18–25

5a. Farmers

5b. Rural community

5c. Urban community

5d. Youth

5e. Women

6. Industry

Specific bamboo product or activity

Furniture

6a. Plantations

6b. Bamboo shoots

6c. Construction

6d. Furniture

6e. Handicrafts

7. Objective

Stated goal of the project

To increase average incomes in a particular area through training on planting bamboo

n/a

8. Baseline Study

Existence or otherwise of a study into conditions before the intervention took place

Yes; surveys measuring current state of ecosystem and participant income sources, health and education level carried out

8a. Yes

8b. No

9. Input

Resources

Government grant

9a. Government funding

9b. University funding

9c. Private sector funding

9d. Other

10. Participatory processes

Strategy including elements of democratic participation

Participatory meetings with project beneficiaries held before, during and after project implementation

10a. Yes

10b. No

11. Interventions

The activities which make up the project implementation

Training sessions held

11a. Product training

11b. Direct funding

11c. Credit

11d. Policy change

11e. Lobbying

11 f. Strengthening institutions

11 g. Plantation management

11 h. Research

12. Outputs

The direct, measurable results of the intervention

hectares of bamboo planted

n/a (freeform field, no categories)

13. Outcomes

“[A] change in knowledge, attitudes and/or skills, manifest as a change in behavior that results in whole or in part from the… [intervention]… and its outputs” (52).

Increase in an individual income as a direct result of the project

13a. Participation and engagement

13b. Individual of community wellbeing

13c. Financial security

13d. Food security

13e. Health

13 f. Gender equality

13 g. Sustainable consumption patterns

13 h. Social equity

14. Impact

“[A] change in flow or a change in state resulting in whole or in part from a chain of events to which… [the intervention] … has contributed” (52). Impacts are usually measured using change in a specific parameter, like income, air quality or number of jobs.

Decrease in income inequality; increase in soil and air quality

14a. Economic

14b. Social

14c. Environmental

14d. Physical

14e. Cultural

14 f. Institutional

15. Critical success factor

A precondition of the project succeeding in its stated goals

Engaged and cooperative government stakeholders

n/a (freeform field, no categories)

16. Evaluation indicator

A way to measure outcomes and progress

Number of people that attended an event

16a. Financial indicators

16b. Human indicators

16c. Environmental indicators

16d. Social indicators

16 f. Cultural indicators

16 g. Physical indicators

17. Evaluation methodology and details

How outcomes and progress were measured and how many participants were involved in the evaluation process

Theory of change; cost-benefit analysis

 n/a (freeform field, no categories)