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Record W4317760745 · doi:10.13140/2.1.1055.9043

Leading Innovation through Design: Proceedings of the DMI 2012 International Research Conference

2012· paratext· en· W4317760745 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2012
Typeparatext
Languageen
FieldBusiness, Management and Accounting
TopicInnovative Approaches in Technology and Social Development
Canadian institutionsnot available
Fundersnot available
KeywordsEngineering ethicsComputer scienceEngineeringManagement science

Abstract

fetched live from OpenAlex

The 18th academic conference hosted by the Design Management Institute (DMI) of Boston, Mass., attracted a greater number of papers than any previous conference. The event was intended to highlight the importance of the contribution of design to organisational effectiveness and success, particularly in the ways that it can improve the new product development process,contribute to better strategic thinking and decision-making, and be an important element in the leader’s toolkit. The conference was a means for researchers and thinkers to celebrate the importance of design and to work towards becoming a credible and full participant in the work of organisations.We were proud and deeply honoured to have Professor Roger Martin, Dean of the Rotman School of Business at the University of Toronto, as our keynote speaker. He has been an inspirational thinker and one of the foremost and most passionate advocates of the methodologies and thinking of design as important and under-utilised organisational resources.Our goal was to create an inclusive conversation among academics from a variety of disciplines, including business (organizational behavior, strategy, marketing, and operations) and design management (design strategy, product design, brand identity,communications, interactive design, user experience, architecture, and environmental design). We aimed to advance the state of the art in design management research, theory, and practice, and produce a significant contribution to this exciting and fast-developing field. Businesses are changing; manufacturers are becoming service providers and services are focusing increasingly on experiences.Organizations, in both the profit and the social sector, are seeking competitive advantage through innovation in their offerings,structure, processes, and business models. We believe that this was an appropriate time to convene a gathering of academics to take a critical look at how to bring a scholarly lens to the ways that design may help to both shape and implement innovation in these emerging developments.The theme of the conference, “Leading Innovation through Design,” clearly attracted management theorists as well as well as design theorists, as it was intended to do. The conference organisers, in locating it close both physically and in terms of time alongside the management community’s main academic conference – the AOM – hoped to attract ‘mainstream’ management researchers to contribute to the design management research conversation. The organisers believe that design management research has been undeservedly neglected by management theorists. The result was a large number of submissions of top quality, interesting, and rigorous papers. A total of 195 submissions were received from 36 countries and 133 universities and research institutes. These submissions were blind reviewed. Approximately 45% were accepted for presentation of full papers at the conference, and are published in these proceedings. The conference was organised around these seven themes, and both full paper presentations and poster sessions were organised into these tracks:  Innovations in Design Research Methodologies, Management Processes  Bridging Research and Practice in the Management of Design  Design-Led Innovation in Business Models  Developing Design Thinking Skills  Design-Led Innovation in Products and Services  Design-Led Innovation in Organizations and the Workplace  Innovations in Design Management Education We would like to thank a number of people and organisations who have been helpful in organising the conference and preparing this set of proceedings. These include John Tobin, VP, Business Operations, from Design Management Institute who provided exceptional support in his role as Conference Secretary. We would like to thank Esther Dudley from Plymouth University, who encourage her students to produce artwork proposals for the conference identity, Sarah Essex whose design proposals were adopted, and every member of the International Scientific Review Committee who provided their time and expertise during the review process.This was a truly international team effort by conference committee whose members were dispersed across the world. Conference Co-Chairs Erik Bohemia, Jeanne Liedtka and Alison Rieple

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.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.881
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0030.001
Scholarly communication0.0010.001
Open science0.0020.004
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0170.015

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 head0.147
GPT teacher head0.306
Teacher spread0.158 · 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