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Record W4415757979 · doi:10.38091/man_raf.v12i1.596

MISSION ENTREPRENEURSHIP: A SYSTEMATIC LITERATURE REVIEW AND RESEARCH AGENDA

2025· article· id· W4415757979 on OpenAlexfundno aff
Rio Janto Pardede

Bibliographic record

VenueManna Rafflesia · 2025
Typearticle
Languageid
FieldArts and Humanities
TopicChristian Theology and Mission
Canadian institutionsnot available
FundersTurun YliopistoUniversity of Calgary
KeywordsSystematic reviewSubject (documents)EntrepreneurshipAgency (philosophy)Object (grammar)

Abstract

fetched live from OpenAlex

This study aims to provide guidance in the theoretical development of mission entrepreneurship through a Systematic Literature Review and provide an overview of the situation when the research is carried out, as well as discover the gap for further research. The results of the review found answers to research questions, namely that previous studies were more dominant in discussing mission entrepreneurship only as a concept. Based on the review, the research types that are still rarely used are quantitative and mixed-methods. Responses from respondents or researchers are more directed to the concept of mission entrepreneurship. The understanding of mission entrepreneurship is not comprehensive enough. The previous article did not discuss the biblical text as the theological basis for mission entrepreneurship. The geographical distribution (country) analysis, which became the subject and object of research, was more dominant in Indonesia, followed by America. The Church and missionaries more widely use the impact of the research results in the mission field. As for the mission strategy and the mission agency itself, it does not have a significant effect. Therefore, this Systematic Literature Review research is expected to guide and map future mission entrepreneurship theory development.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.047
metaresearch head score (Gemma)0.111
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.047
Threshold uncertainty score0.248

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0470.111
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0070.005
Bibliometrics0.0460.029
Science and technology studies0.0030.002
Scholarly communication0.0060.008
Open science0.0020.004
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.049
GPT teacher head0.337
Teacher spread0.288 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

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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Same venueManna RafflesiaSame topicChristian Theology and MissionFrench-language works237,207