Evidence map›Paper›PMID 35784252›Full record

ArticleFrontiers in public health2022

Study on the Rehabilitation Therapist Estimation Under Institutional Perspective by Applying the Workload Indicators of Staffing Needs in the Aging Context.

Qi Jing, Yang Xing, Mingxue Duan, Peiwu Guo, Weiqin Cai, Qianqian Gao, Runguo Gao, Lihong Ji, Jun Lu

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07547683 (Usability of the Regen Gait Therapy Robot in Healthy Adults), which is not on this map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.7field-weighted citation impact, top 15% of its field
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.

NCT07547683 narecruitingnot on this mapstarted 2026, after this paper: background citation

Usability of the Regen Gait Therapy Robot in Healthy Adults

TypeinterventionalSponsorUniversity of Texas at AustinRan2026 to 2026Enrolled10ConditionsHealthy Adult ParticipantsArmsRegen Rehabilitation Assistive Device
3 · Its place in the literature

Who cites it

5 citing papers in PubMed, 6 citations in OpenAlex.

  1. Trial
  2. Article
  3. Article
  4. Review
  5. Article
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

9 authors at 3 institutions in 1 country.

Qi JingSchool of Management, Weifang Medical University, Weifang, China.
Yang XingWeifang People's Hospital, Weifang, China.
Mingxue DuanSchool of Public Health, Weifang Medical University, Weifang, China.
Peiwu GuoWeifang People's Hospital, Weifang, China.
Weiqin CaiSchool of Management, Weifang Medical University, Weifang, China.
Qianqian GaoSchool of Management, Weifang Medical University, Weifang, China.
Runguo GaoSchool of Public Health, Weifang Medical University, Weifang, China.
Lihong JiChina Rehabilitation and Health Institute, Weifang Medical University, Weifang, China.
Jun LuChina Rehabilitation and Health Institute, Weifang Medical University, Weifang, China.
Weifang Medical University · CNWeifang People's Hospital · CNFudan University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The need for rehabilitation therapy has increased dramatically with the aging of the population, the prevalence of non-communicable diseases, and the increase in the number of disabilities. Rehabilitation therapists are crucial to provide high quality rehabilitation therapy; however, there is a significant shortage of these professionals in China. One of the effective strategies to address this challenge is using the norm of the workforce for rehabilitation therapy, which is an index for assessing the personnel required in a facility. This research aimed to create a rehabilitation therapist-required norm under institutional perspective in Shandong Province, China, based on the Workload Indicators of Staffing Needs (WISN) method, which was created by the World Health Organization (WHO) in 1998 to analyse staff utilization at various levels of the health care system. Methods: We conducted descriptive and quantitative research from October to November 2020 in the rehabilitation department of a tertiary hospital in Weifang City, China. Focus groups, online interviews, and document reviews were conducted to gather data and calculations of the WISN method performed. Results: Admission assessment, pre-treatment evaluation, rehabilitation therapy, post-treatment evaluation, and health education for patients were identified as the main priority group activities. Interviews and analysis of documents summarized five factors related to rehabilitation therapists' health service activities. In this study, the annual working time of each therapist was 1,776 h per year. The WISN method calculations showed that the norm of rehabilitation therapists in this tertiary hospital was 23 therapists. As the department had 13 therapists, there was a shortage of 10 therapists based on the WISN calculation, with a ratio of 0.57, which represented the actual compared to the ideal number of therapists. Conclusion: Workload pressure was high for therapists in this tertiary hospital. This model revealed a demand for ten more therapists in the rehabilitation department. The WISN method can help hospital administrators in therapist workforce monitoring, including in regard to therapists. Therefore, the WISN method should be embraced as part of hospital human resource planning and recruitment strategies to meet increasing rehabilitation needs.

Indexed as

Health ServicesWorkloadAgingHealth Services Needs and DemandHumansWorkforceagingChinapublic healthrehabilitationtherapistWISN

Identifiers

PMID35784252
PMCPMC9244688
OpenAlexW4282983952

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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.