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Record W3138051615 · doi:10.5267/j.ijdns.2021.1.001

The interrelationship between strategy as practice and public service innovation and delivery: Academic history and evidence from Kuwait

2021· article· en· W3138051615 on OpenAlexvenueno aff
Jarrah Al-Mansour

Bibliographic record

VenueInternational Journal of Data and Network Science · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicPublic Policy and Administration Research
Canadian institutionsnot available
Fundersnot available
KeywordsPublic sectorEthosPublic relationsService delivery frameworkContext (archaeology)Argument (complex analysis)Corporate governancePublic serviceOrder (exchange)BusinessService (business)Perspective (graphical)MarketingPolitical scienceMedicine

Abstract

fetched live from OpenAlex

Despite the rare use of the term ‘strategy’ in public and voluntary sector organizations, recent research has seen the use of both the strategy and strategy-as-practice concepts in regulating the innovation perspective within the public sector. The available literature on innovation, strategy, and service delivery within the public sector offers positive insights into forming a new concept of innovation within the public organization sphere. Using a systematic review, we aim to understand the integration of the strategy-as-practice perspective into the public service ethos to drive the innovation perspective forward. The review was performed in two stages, 855 documents were retrieved in the first stage that covered a five-year time span, while 8,620,000 documents were retrieved in the second stage that covered a twenty-three-year time span. We further supported our argument through a quantitative questionnaire with 93 respondents from Kuwait. The findings of the research indicate that public sector policymakers need to pay attention to the social complexity of their context in order to innovate delivered public services. Furthermore, policymakers need to adopt new innovative schemes including innovative strategy practices, digital governance, reform ethos, and mutual constitution in their strategies in order to ensure the innovative public services that are required by their communities.

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)0.005
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.594
Threshold uncertainty score0.886

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0010.005
Open science0.0010.001
Research integrity0.0000.000
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 head0.307
GPT teacher head0.476
Teacher spread0.169 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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

Citations6
Published2021
Admission routes1
Has abstractyes

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