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15 results for “decision knowledge”

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zenodo40/100

Meta-analysis on Stakeholder Engagement in the Co-Production of Knowledge for Environmental Decision-making

<p>This dataset corresponds&nbsp;to&nbsp;a&nbsp;meta-analysis to examine the peer-reviewed scholarship on&nbsp;stakeholder engagement in co-production processes in environmental decision-making.</p> <p>The dataset was developed by searching keywords, abstracts, and titles in Scopus on three&nbsp;key themes:&nbsp;co-production, transdisciplinary, and community-based participatory research.&nbsp;A total&nbsp;of 709 publications were reviewed, from which 144 met the&nbsp;selection criterion. The 144&nbsp;articles&nbsp;constitute this dataset. They pertain to articles published between January 2005 and&nbsp;June 2020.</p> <p>The data includes information on the following topics:</p> <ol> <li>Number of unique case studies reported</li> <li>The projects&rsquo; time span</li> <li>When&nbsp;stakeholder engagement activities occur during the project cycle</li> <li>Are stakeholders (non-university researchers) an author</li> <li>Geographic region of project</li> <li>Environmental issues addressed</li> <li>Geographic scale of project&nbsp;</li> <li>Types of stakeholders engaged&nbsp;</li> <li>How stakeholders were&nbsp;engaged</li> <li>What output resulted from stakeholder engagement</li> <li>Approach to stakeholder engagement</li> <li>Factors that enabled stakeholder engagement</li> <li>Barriers or challenges to&nbsp;engagement</li> <li>Societal impacts associated with stakeholder engagement</li> <li>Direct evidence of societal impacts of stakeholder engagement</li> </ol> <p>The methods and analysis&nbsp;are&nbsp;presented in&nbsp;&quot;Stakeholder Engagement in the Co-Production of Knowledge for Environmental Decision-making,&quot; which was submitted for publication in 2022 to the Journal <em>World Development</em>. A draft of the manuscript can be provided upon request to authors.</p>

opencc-by-4.0Apr 2023View details →
dryad36/100

Data from: Incorporating herders' knowledge and ecosystem-based adaptation strategies in local decision-making

<p class="CxSpFirst"> 1.    Ecosystem-based adaptation (EbA) relies upon the capacity of ecosystems to buffer communities against the adverse impacts of climate change. Maintaining ecosystems that deliver critical services to communities can also provide co-benefits beyond adaptation, such as climate mitigation and protection of biological diversity and livelihoods. EbA has to a limited extent drawn upon indigenous-and local knowledge (ILK) for defining critical services and for implementing EbA in decision-making. This is a paradox given that the primary focus of EbA is to enable communities to adapt to climate change.<br> 2.      The purpose of this study was to elucidate EbA strategies that take into account the knowledge of Sámi reindeer herders about pastures in tundra regions. We first examined what constitutes critical services as perceived by Sámi reindeer herders through a synthesis of data and literature. We thereafter used content analysis of 91 land use cases from 2010-2018 to investigate to what extent the herders' knowledge and maps over seasonal pastures and migratory routes are used in local decision-making. Finally, we propose EbA strategies of relevance to Sámi communities and pastoral communities elsewhere.<br> 3.      Our analysis revealed that reindeer herders and organizations representing their interests perceived threats from green energy development, tourism, recreation, public road construction and powerlines. These threats included the loss of key habitats and the loss of connectivity for migration between seasonal pastures. Herders' knowledge is incorporated through participatory tools to protect the ecosystems and services crucial for herders, but multiple competing land uses result in incremental loss of pastures regardless. <br> 4.      Synthesis and application. Pastoralists need access to diverse resources on seasonal pastures and the ability to move between pastures when snow, ice, rainfall and the timing of critical service supplies changes. Drawing on herders' knowledge to elicit EbA strategies is vital for buffering the adverse effects of climate change. EbA that incorporates indigenous perspectives cannot purely rely on co-benefit approaches. Fundamental trade-offs exist between adaptation needs and other land uses, such as infrastructure, tourism and green energy development</p>

opencc-zeroDec 2019View details →
zenodo36/100

Artifact: Incorporating Failure Knowledge into Design Decisions for IoT Systems: A Controlled Experiment on Novices

<p>Artifact for &quot;Incorporating Failure Knowledge into Design Decisions for IoT Systems: A Controlled Experiment on Novices&quot;</p>

opencc-by-4.0May 2023View details →
zenodo36/100

Data from: The role of knowledge in the decision to drink bottled water

<p>Bottled water consumption has risen despite its economic and environmental costs. This study assesses the level of knowledge about the impact of bottled water consumption and the extent to which it leads to a reduction in consumption. We analyse a sample of 454 students at the University of Granada, Spain, using Spearman&rsquo;s correlation and OLS. Results indicate that students have low level of knowledge about the amount of water required to produce bottled water, the energy used to produce it and the water source, and that knowledge of the last two issues is negatively associated with bottled water consumption.</p>

opencc-by-4.0Jun 2023View details →
ClinicalTrials.gov36/100

Expanding and Promoting Alternative Care and kNowledge in Decision-making Trial

ClinicalTrials.gov study NCT06243068. IPD Sharing: YES. Countries: 1. Publications: 32.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov36/100

MyMenoPlan: Online Resource for Improving Women's Menopause Knowledge and Informed Decision-making

ClinicalTrials.gov study NCT05299983. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov36/100

Decision Aids in Improving Knowledge in Patients With Newly Diagnosed Prostate Cancer

ClinicalTrials.gov study NCT03103321. IPD Sharing: YES. Countries: 1. Publications: 2.

controlledIPD-YESFeb 2026View details →
dryad36/100

Decision analysis rooted in Indigenous and Western scientific knowledge identifies cost-effective strategies for managing hyperabundant deer to restore keystone places

Open the record for dataset details and reuse information.

publicNov 2025View details →
ClinicalTrials.gov32/100

A Pilot Study of the Impact of the Patient Activated Learning System (PALS) on Knowledge Acquisition, Recall, and Decision Making

ClinicalTrials.gov study NCT03156634. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Knowledge Mobilization Activities to Support Decision-Making by Youth, Parents and Adults: Study Protocol

ClinicalTrials.gov study NCT05358990. IPD Sharing: NO. Countries: 1. Publications: 3.

closedIPD-NOFeb 2026View details →
dryad32/100

Shared decision making in Australian physiotherapy practice: a survey of knowledge, attitudes, and self-reported use

Open the record for dataset details and reuse information.

publicMay 2021View details →
zenodo28/100

References to expert knowledge in Google Android, Google Search (Shopping) and Google Search (AdSense) decisions

<p>The dataset includes references to expert knowledge identified in&nbsp;Google Android, Google Search (Shopping), and Google Search (AdSense) decisions issued by the Commission. It is divided into types of sources invoked in the decisions (to what type of source they refer).</p>

opencc-by-4.0Dec 2022View details →
ClinicalTrials.gov28/100

Decision Aids to Improve Knowledge in Patients With Prostate Cancer

ClinicalTrials.gov study NCT03182998. IPD Sharing: NO. Countries: 1. Publications: 0.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov24/100

Care Planning for a Loved One With Dementia: Knowledge, Preparing for Decisions, and Emotions

ClinicalTrials.gov study NCT05165186. IPD Sharing: YES. Countries: 1. Publications: 0.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov24/100

Exploring Physiotherapist's Knowledge, Attitudes, Beliefs and Clinical Decision-making Regarding Physical Activity in Chronic Pain Management.

ClinicalTrials.gov study NCT06605729. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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