Evidence map›Paper›PMID 37101629›Full record

ArticleHeliyon2023

A study on the control path of financial research resource allocation based on Rahman model.

Miting Zhang, Qiqi Hou, Tingting Zhu

Abstract read
In one paragraph

Article in Heliyon, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Miting ZhangSchool of Business and Economics, Universiti Putra Malaysia, China.
Qiqi HouSchool of Slavonic and East European Studies, University College London, China.
Tingting ZhuSchool of Business, Hohai University, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The participation of scientific research firms in transactions (research results) is a prerequisite for allocation of financial resources. Resources are allocated to projects with the greatest positive impact on social welfare. In this respect, the Rahman model is a useful method for allocating financial resources. It considers the dual productivity of a system and recommends allocating financial resources to the system with greatest absolute advantage. In this study, when the dual productivity of system 1 has an absolute advantage over that of system 2, the higher-level government will still allocate all financial resources to system 1, even if its total efficiency of research savings is lower than that of system 2. However, when the research conversion rate of system 1 is at a relative disadvantage but its total efficiency of research savings and dual productivity are both at a relative advantage, there may be a change in the government's allocation of financial resources. If the initial government decision time occurs before the jump point, system 1 will be allocated all resources until it reaches the jump point, but no resources once the jump point is crossed. Furthermore, the government will allocate all financial resources to system 1 if its dual productivity, total efficiency of research savings, and research conversion rate are at a relative advantage. Collectively, these results provide a theoretical basis and practical guidance for research specialization and resource allocation.

Indexed as

Financial resource allocationHamiltonian functionOptimal controlResearch specialization

Identifiers

PMID37101629
PMCPMC10123162

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.