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Data, code, and outputs for: Holistic systems thinking underpins Vermont soil health practitioners’ preferences and beliefs

Metadata Updated: October 2, 2025

Methodology for data collection and analysis is reported in: Hammond Wagner, C.R., White, A., Darby, H., Ewing, P., Faulkner, J., Fisher, B., Galford, G., Horner, C., Jones, W.D., Neher, D., Ritzenthaler, C., von Wettberg, E.B. & Zeraatpisheh, M. (2025). Holistic systems thinking underpins Vermont soil health practitioners’ preferences and beliefs. Soil Security, 19, 100186. https://doi.org/10.1016/j.soisec.2025.100186

Data archival consists of data, R scripts, and R projects for the analysis of two surveys from Vermont, USA:

Study 1: Vermont Soil Health Metrics Preferences Survey

  • Data was collected in 2020
  • n = 62
  • Sample is a convenience sample of soil health practitioners, including farmers, researchers, government service providers, extension agents, technical service providers, and others
  • Dataset consists of quantitative closed ended ordinal and binary questions and qualitative open response questions
  • Questions cover soil health definitions, assessment methods, and preferred metrics for different decision contexts using the online Qualtrics survey platform.


Study 2: Vermont Farmer and Conservation and Payment for Ecosystem Services Survey

  • Data was collected in 2022
  • n = 179
  • Sample is a convenience sample of Vermont farmers
  • Dataset consists of quantitative closed ended ordinal and binary questions
  • Questions cover farmers’ soil health beliefs, stewardship motivations, farm demographics, and experience with soil testing


Access & Use Information

Public: This dataset is intended for public access and use. License: Creative Commons CCZero

Downloads & Resources

Dates

Metadata Created Date July 11, 2025
Metadata Updated Date October 2, 2025
Data Update Frequency irregular

Metadata Source

Harvested from USDA JSON

Additional Metadata

Resource Type Dataset
Metadata Created Date July 11, 2025
Metadata Updated Date October 2, 2025
Publisher Agricultural Research Service
Maintainer
Identifier 10.15482/USDA.ADC/28723664.v1
Data Last Modified 2025-09-24
Public Access Level public
Data Update Frequency irregular
Bureau Code 005:18
Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id c18054dd-7c3c-4de8-9ef1-572f5e2afb14
Harvest Source Id d3fafa34-0cb9-48f1-ab1d-5b5fdc783806
Harvest Source Title USDA JSON
License https://creativecommons.org/publicdomain/zero/1.0/
Program Code 005:040
Source Datajson Identifier True
Source Hash 94b9dbae996118a43664b2882cff86c9414b54ab9ec3ec10b5cf354bf7b20624
Source Schema Version 1.1
Temporal 2020-10-01/2022-04-30

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