Approaches and methods used to bring together Indigenous and Environmental Science Knowledge in environmental research: A systematic map
Data files
Mar 12, 2026 version files 424.75 KB
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README.md
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SUPP_INFO_3_Systematic_Map_Database.xlsx
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Abstract
The bringing together of Indigenous Knowledge (IK) and Environmental Science Knowledge (ESK) in environmental research has the potential to strengthen ecological understanding, inform management decisions, and support Indigenous environmental stewardship. While previous studies have explored aspects of how these knowledge systems are brought together—such as the guiding principles, research design, and methods for collecting information—the ways in which IK and ESK are combined at the data level remain poorly documented. Without a clear understanding of what happens when data from these knowledge systems are linked—how it is combined, analysed, and interpreted—it is difficult to assess various aspects of the outcome of these efforts. This highlights the need to systematically map and describe the approaches and methods used to weave or link IK-ESK datasets in environmental research.
A systematic mapping protocol was applied to identify, gather, and review English-language peer-reviewed literature on environmental research that links IK and ESK. Two hundred ninety articles were identified and included in the systematic map database and analyzed for trends in geographic distribution, data collection methods, study aims and objectives, and knowledge weaving or linking approaches.
The systematic map reveals that research linking IK and ESK is geographically concentrated in Canada, the United States, and Brazil, with relatively fewer studies in Africa and Europe. Linking is most often framed as a means to enhance understanding of environmental topics, but reported efforts to assess the quality or validity of IK in relation to ESK remain present. Linking approaches were most often statistical or narrative, with the transformation of IK from qualitative to quantitative formats being common. A notable finding is the lack of consistency in how and where the process of linking is described across studies.
Practical implication: By summarizing the extent, nature, and range of studies linking IK and ESK, this systematic map highlights patterns and gaps in methodology, reporting, and epistemological considerations. As the first global overview focused on dataset-level combination, this work provides a starting point for reflection and discussion and offers insights to support more transparent, rigorous, and culturally respectful approaches to combining knowledge systems in future environmental research.
Dataset DOI: 10.5061/dryad.8kprr4z2t
Description of the data and file structure
This systematic map was conducted using a previously established mapping protocol (see Pirie et al., 2024) and follows guidelines published by Collaboration for Environmental Evidence (CEE, 2018) and RepOrting standards for Systematic Evidence Syntheses (Haddaway et al., 2018). We used a standardized search string across four online bibliographic databases. Articles in English relevant to the review objectives were systematically searched through four online bibliographic databases: ISI Web of Science Core Collection, EBSCOhost Bibliography of Native North Americans, ProQuest International Bibliography of Social Sciences, and EBSCOhost Academic Search Elite. Data from included articles (i.e., each article remaining after full text screening) were coded using the standardized coding template (Supporting Information 2.4). For each article, information was extracted on: (1) bibliographic information; (2) geographic location of study; (3) discipline of study; (4) methods used to collect IK or ESK; (5) methods used to link or bridge data from the two knowledge systems; (6) location in the research process where material of linking is reported; (7) the papers stated intent or purpose of bringing together IK and ESK. The resulting data were compiled in Microsoft Excel.
Files and variables
File: SUPP_INFO_3_Systematic_Map_Database.xlsx
Description:
The following section contains the coding template used for this systematic map.
- Provide the reference for the paper
- Provide the year of publication
- Identify the term used for Indigenous Knowledge (IK) system in the paper (may include more than one)
- Did the paper include data or information represented from Indigenous knowledge?
- Identify the Indigenous group as stated in the paper (may include more than one)
- Identify the disciplinary subject focus of the paper (may include more than one)
a) Ecology
b) Human ecology
c) Physical geography
d) Human ecology
e) Chemistry
f) Other
g) Unknown / Unspecified - What is the geographical scope of the paper by country? (may include more than one)
- What is the geographical scope of the paper by latitudinal zone? (may include more than one)
a) Arctic
b) Subarctic
c) Temperate
d) Subtropical
e) Tropical
f) Other:
g) Unknown / Unspecified - What is the geographical scope of the paper by biome and landform? (may include more than one)
a) Tropical and subtropical forests
b) Tropical and subtropical grasslands, savannas and shrublands
c) Temperate forests
d) Temperate grasslands, savannas and shrublands
e) Mediterranean Forests, woodlands and scrubs
f) Montane grasslands and shrublands
g) Deserts and xeric shrublands
h) Boreal forests / Taiga
i) Tundra
j) Mangroves
k) Coastal and marine
l) Freshwater
m) Other:
n) Unknown / Unspecified - What is the generic species / object of study? (may include more than one)
a) Bird
b) Mammal
c) Fish
d) Reptile
e) Amphibian
f) Invertebrate
g) Soil and substrate
h) Vegetation
i) Water, snow and ice
j) Weather and climate
k) Other:
l) Unknown / Unspecified - Provide the method(s) used to gather IK (may include more than one) and whether it was primary, secondary data or both
a) Questionnaire
b) Participant observation
c) Historical records
d) Participatory mapping
e) Interview and focus group
f) Workshop
g) Informal discussions
h) Unspecified review of the literature
i) Literature review
j) Other:
k) Unknown / Unspecified
l) primary, secondary or both - Provide the method(s) used to gather ESK (may include more than one) and whether it was primary, secondary data or both
a) Ecological field survey/assessment
b) Satellite image classification
c) Historical records
d) Interview
e) Unspecified review of the literature
f) Literature review
g) Other:
h) Unspecified / Unknown
i) primary, secondary or both - Provide the linking approach segments as stated in the paper
a) excerpt copy and pasted from paper - What section of the paper is evidence of linking reported in? (may include more than one)
a) Methods
b) Results
c) Discussion - Provide a categorical interpretation of the linking approach and method used in the paper (as stated in #14) (may include more than one)
a) Use of narrative
b) Use of statistical analysis
c) Use of spatial overlap in GIS
d) Use of illustrative figure
e) Other:
f) Unspecified / Unknown - What is the stated aim / purpose for linking as stated in the paper?
- Provide a categorical interpretation of the aim / purpose for linking (as stated in #16) (may include more than one)
a) Using both IK and ESK to fill gap in understanding
b) Assess quality of IK
c) Explore differences between IK and ESK
d) Identify and describe diversity of knowledge with IK base
e) Identify opportunities for complementarity with ESK
f) Assessment of IK for scientific understanding
g) Assess quality of ESK
h) Other:
i) Unspecified / Unknown
