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Record W7010030091

The Futures of Value:Strategic Pathways for Integrating Profit and Purpose

2025· other· en· W7010030091 on OpenAlexaff

Bibliographic record

VenueOCAD University Open Research Repository (OCAD University) · 2025
Typeother
Languageen
Field
Topic
Canadian institutionsOntario College of Art and Design
Fundersnot available
KeywordsFutures studiesFutures contractProfit (economics)Value (mathematics)Scenario planningValue creationShareholder valueValue proposition
DOInot available

Abstract

fetched live from OpenAlex

This project investigates how the concept of value in business is shifting and how this shift is influencing the integration of profit and purpose. The research establishes an understanding of the concept of value in business within the contemporary context by synthesizing findings from a literature review, qualitative interviews, and systems analysis. These methods uncover the structural, relational, and ideological forces shaping the concept of value, as well as the interdependencies, power dynamics, and feedback loops within the current system. To address the research objective of identifying strategic pathways supporting businesses navigating toward sustainable success and meaningful impact, the exploration of the concept of value and its relationship to the integration of profit and purpose was extended into future contexts by employing strategic foresight methods. Horizon scanning and historical analysis identified drivers of change, laying the groundwork for scenario construction. The Cone of Plausibility technique provided a structured approach to explore how altering assumptions about drivers' behaviour might shape different futures. Analysis of the resulting scenarios revealed eight insights, which then informed the development of foundational capacities and strategic pathways to support businesses attempting to integrate profit and purpose. Additionally, a set of guiding questions was developed to support strategy and design teams in thinking systemically and reflexively when working with value propositions.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.951
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0030.002
Scholarly communication0.0010.001
Open science0.0040.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.080
GPT teacher head0.315
Teacher spread0.236 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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