1.Nomogram-based predictive model for intra-myometrial contrast agent reflux using imaging features from 4D hysterosalpingo-contrast sonography.
Xia YANG ; Liangying PAN ; Xingping ZHAO ; Jingjia YI ; Lin WANG ; Baiyun ZHANG
Journal of Central South University(Medical Sciences) 2025;50(1):61-71
OBJECTIVES:
According to the World Health Organization (WHO), infertility rates have been steadily rising worldwide. Identifying risk factors for contrast agent reflux into the myometrium during hysterosalpingo-contrast sonography (HyCoSy) is of clinical significance in reducing this complication and improving infertility treatment. However, there is currently no standardized pre-evaluation method for predicting intra-myometrial contrast reflux, with clinical assessment often relying on physician experience and patient symptoms. This study aims to identify imaging risk factors for contrast agent reflux into the myometrium using four-dimensional (4D) HyCoSy and to construct a nomogram-based predictive model to assist in clinical decision-making.
METHODS:
A retrospective analysis was conducted on 1 274 infertile women who underwent 4D HyCoSy at the Women and Children's Hospital of Hunan and the the Third Xiangya Hospital of Central South University from January 1, 2020, to December 15, 2022. Patients were divided into a reflux group (n=234) and a non-reflux group (n=1 040) based on the presence of intra-myometrial contrast reflux. Univariate and multivariable Logistic regression analyses were used to identify significant predictors, which were then used to construct a nomogram model. Internal validation was performed using 500 bootstrap resamples.
RESULTS:
The age of the reflux group was significantly higher than that of the non-reflux group [(31.82±5.27) years vs (30.66±4.83) years, P=0.001 1]. Primary infertility was more common in the non-reflux group (50.96%), while secondary infertility dominated in the reflux group (76.50%), with 72.65% having a history of gynecological surgery (P<0.001). Abnormal menstrual volume and discomfort during the procedure were more common in the reflux group, while the non-reflux group tolerated higher contrast agent doses (P<0.001). Imaging differences included endometrial thickness, tubal wall smoothness, and peritoneal contrast dispersion, with the non-reflux group showing thicker endometrium and smoother, more patent tubes. The nomogram model yielded an area under the curve (AUC) of 0.854, indicating good predictive performance. The AUC of the decision curve analysis (DCA) for internal validation of the model was 0.737. When the threshold probability for contrast agent reflux into the myometrium ranged from 0.05 to 0.95, the maximum net benefit reached 0.18. The net benefit of applying the nomogram predictive model exceeded that of either full intervention or no intervention, indicating that the model demonstrates good clinical predictive performance.
CONCLUSIONS
The nomogram model, based on infertility type, endometrial thickness, contrast agent dose, and discomfort symptoms, effectively predicts intra-myometrial contrast agent reflux after 4D HyCoSy. It provides a valuable tool for clinicians to implement early preventive measures and reduce the risk of contrast leakage and associated complications.
Humans
;
Female
;
Nomograms
;
Contrast Media/adverse effects*
;
Retrospective Studies
;
Adult
;
Ultrasonography/methods*
;
Hysterosalpingography/methods*
;
Infertility, Female/diagnostic imaging*
;
Myometrium/diagnostic imaging*
;
Risk Factors
2.Structural equation analysis of the incidence of shoulder WMSDs and individual and work-related factors
Shuang ZHOU ; Zhongxu WANG ; Ruijie LING ; Qing XU ; Huadong ZHANG ; Yimin LIU ; Gang LI ; Yan YIN ; Hua SHAO ; Jue LI ; Hengdong ZHANG ; Bing QIU ; Dayu WANG ; Qiang ZENG ; Yan YE ; Bin XIAO ; Hua ZOU ; Jianchao CHEN ; Dongxia LI ; Yongquan LIU ; Jixiang LIU ; Enfei JIANG ; Jun QI ; Liangying MEI ; Xianfeng ZHAO ; Mimi YANG ; Ning JIA
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(2):91-100
Objective:To investigate the incidence of shoulder work-related musculoskeletal disorders (WMSDs) among occupational population in China, and to explore their intrinsic association with personal and work-related factors.Methods:In April 2024, 73497 valid questionnaires of the Chinese version of the Musculoskeletal Disorders Electronic Questionnaire were retrospectively analyzed from June 2018 to December 2023 in 22 provinces and 29 key industries in China, and the general information, occurrence of WMSDs and related risk factors of key occupational populations in different regions in China were collected. By using Chi-square test and confirmatory factor analysis, the relationship between shoulder fatigue and pain in key occupational groups and individual factors, work type, work posture and work organization was discussed, and the internal relationship was analyzed based on structural equation model.Results:Higher incidence of shoulder fatigue and pain were associated with female, lack of physical exercise, uncomfortable working posture and neck leaning forward ( P<0.05). Structural equation model analysis showed that work type, work posture and work organization were strongly correlated ( r=0.58, 0.55). Work organization and work type were strongly correlated with shoulder fatigue ( r=0.65) and moderately correlated with shoulder fatigue ( r=0.21). Shoulder fatigue was moderately associated with shoulder pain ( r=0.40). Individual factors, work type, work posture and shoulder fatigue could directly affect shoulder pain ( OR=0.07, -0.09, 0.17 and 0.40), and work type and work posture could also indirectly affect shoulder pain through shoulder fatigue ( OR=0.08, 0.03). Work organization only indirectly affected shoulder pain through shoulder fatigue ( OR=0.26) . Conclusion:The main influencing factor of shoulder pain is shoulder fatigue, followed by work posture and individual factors. Structural equation model can better reflect the complex relationship between work type, work posture and work organization and shoulder WMSDs. Improving work posture and work organization may be an effective way to control the influence of shoulder fatigue on shoulder pain.
3.Structural equation analysis and modeling of fect and ankles WMSDs and its adverse ergonomic factors
Xi ZHANG ; Ning JIA ; Xin SUN ; Meibian ZHANG ; Qing XU ; Huadong ZHANG ; Ruijie LING ; Yimin LIU ; Gang LI ; Yan YIN ; Hua SHAO ; Hengdong ZHANG ; Yanmin QI ; Bing QIU ; Tiebing LIU ; Dayu WANG ; Qiang ZENG ; Yan YE ; Bin XIAO ; Hua ZOU ; Jianchao CHEN ; Dongxia LI ; Yongquan LIU ; Jixiang LIU ; Enfei JIANG ; Jun QI ; Liangying MEI ; Tianlai LI ; Mimi YANG ; Xinwei GUO ; Zhongxu WANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(2):101-109
Objective:To explore the structural equation model to explore the levels of work-related musculoskeletal disorders (WMSDs) and various risk factors in the feet and ankle of China's occupational population, providing scientific basis for for preventing WMSDs in feet and ankles.Methods:Data of 73497 national occupational epidemiological cases were selected from June 2018 to December 2023 used the Chinese version of the Electronic Questionnaire on Musculoskeletal Disorders. The adverse ergonomic factors and their source classification standard and confirmatory factor analysis were used to investigate foot and ankle WMSDs and their related risk factors (including individual factors, work organization, work posture, work type, fatigue, etc.) in key occupational groups in China, and structural equation model hypothesis, fitting, verification, and path and intermediary effect analysis were carried out. The model fit evaluation indexes included Chi-square specific degrees of freedom ( χ2/ df), gauge fit index (NFI), Tucker Lewis index (TLI), goodness of Fit index (GFI), adjusted Goodness of Fit index (AGFI) and approximate root mean square error (RMSEA) . Results:A total of 73497 occupational workers were surveyed, with local muscle fatigue and WMSDs incidence rates in the feet and ankles being 17.17% and 12.06%, respectively. The fitting index of the adjusted structural equation model basically meets the standard (GFI=1, AGFI=1, RMESA=0.042, NFI=0.716, TLI=0.663). The top three factors affecting feet and ankle WMSDs are feet and ankle muscle fatigue, work type, and work organization, with standardized path coefficients of 0.221, 0.105, and 0.095, respectively. The top two factors affecting feet and ankle muscle fatigue are work organization and work type, with standardized path coefficients of 0.548 and 0.383, respectively. Feet and ankle muscle fatigue, work type, work organization, and work posture have a direct effect on feet and ankle WMSDs, with effect values of 0.221, 0.105, 0.095, and 0.077, respectively. The organization and type of work can also have indirect effects through feet and ankle muscle fatigue, with effect values of 0.121 and 0.084, respectively.Conclusion:Feet and ankle muscle fatigue has a direct impact on WMSDs, and plays a mediating role between ankle and ankle WMSDs caused by work organization and work type. Feet and ankle muscle fatigue is an important pathway leading to feet and ankle WMSDs. It is recommended that employers and managers detect job fatigue early and take corresponding prevention and intervention measures, which can play a key role in preventing feet and ankle WMSDs.
4.Structural equation analysis and modeling of upper limb WMSDs and their adverse ergonomic factors
Siwu ZHONG ; Ning JIA ; Xin SUN ; Meibian ZHANG ; Qing XU ; Huadong ZHANG ; Ruijie LING ; Yimin LIU ; Gang LI ; Yan YIN ; Hua SHAO ; Jue LI ; Hengdong ZHANG ; Bing QIU ; Dayu WANG ; Qiang ZENG ; Rugang WANG ; Yan YE ; Bin XIAO ; Hua ZOU ; Jianchao CHEN ; Dongxia LI ; Yongquan LIU ; Qinghua SHI ; Jixiang LIU ; Enfei JIANG ; Jun QI ; Liangying MEI ; Xianfeng ZHAO ; Mimi YANG ; Xinwei GUO ; Zhi WANG ; Zhongxu WANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(4):254-263
Objective:To explore the structural relationship between WMSDs in the upper limbs and various risk factors in the occupational population in China, based on a large sample epidemiological survey and structural equation analysis, and to establish a structural equation model, so as to lay a foundation for the prevention and control of such diseases.Methods:The Chinese version of the Musculoskeletal Disorders Electronic Questionnaire was used to conduct a nationwide survey on the prevalence of WMSDs in the upper extremity. Six factors related to WMSDs in the upper extremity were extracted by the classification standard of adverse ergonomic factors and their source and confirmatory factor analysis, including work organization, work type, upper extremity work posture, individual factors, upper extremity fatigue and upper extremity WMSDs. The structural equation analysis was carried out and the structural equation model was established.Results:The incidence of WMSDs and fatigue in the upper limbs was 24.44% and 43.76%, respectively. The adjusted structural equation model fitting indicators were generally up to the standard (GFI=1.000, AGFI=1.000, RMSEA=0.043, NFI=0.808, TLI=0.784) . The four exogenous latent variables of work organization, work type, upper limb work posture and individual factors were correlated. There was a strong positive correlation between job type and upper limb work posture ( r=0.865) , a moderate positive correlation between work organization and job type and upper limb work posture ( r=0.570, 0.490) , and a weak negative correlation between individual factors and the other three exogenous latent variables. Upper limb work posture and individual factors had direct effects on upper limb WMSDs, and the effect coefficients were 0.10 and 0.06, respectively. Upper limb fatigue played a mediating role between work organization, work type, upper limb work posture and upper limb WMSDs. The effect coefficient was 0.46, and the composition ratios of indirect effects were 100.0%, 100.0%, and 38.3%, respectively. The direct path effect of upper limb work posture, individual factors and upper limb WMSDs was weaker than the mediating path through upper limb fatigue. Conclusion:When carrying out the prevention and control of upper limbWMSDs, it is necessary to comprehensively consider the pathogenesis path of upper limb muscle fatigue and upper limb WMSDs caused by work organization, work type, and upper limb work posture, so as to provide theoretical reference for improving the prevention and control level of such diseases.
5.Effect and Mechanism of Niuhuang Qingxinwan in Protecting Blood-brain Barrier of Intracerebral Hemorrhage Mice with Tanre Fushi Syndrome
Xueyu LING ; Miling ZHANG ; Yuanhao XU ; Liangying BAO ; Shuaishuai GONG ; Junping KOU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(24):39-49
ObjectiveTo investigate the effect of Niuhuang Qingxinwan (NHQXW) in improving intracerebral hemorrhage (ICH) with Tanre Fushi (phlegm-heat and fu-organ excess) syndrome by maintaining blood-brain barrier (BBB) integrity, and to explore its potential mechanism. MethodsMale mice were administered with 15% autologous feces for 3 consecutive days to simulate spontaneous Tanre Fushi syndrome, followed by surgical induction of collagenase-induced ICH on the fourth day. Mice were randomly assigned to seven groups: Sham, Sham+NHQXW-H, collagenase, collagenase+feces, and NHQXW intervention groups at low (NHQXW-L, 0.225 g·kg-1), medium (NHQXW-M, 0.45 g·kg-1), and high (NHQXW-H, 0.9 g·kg-1) doses. Treatments were administered for 3 days after surgery. NHQXW effects on Tanre Fushi syndrome were assessed via fecal water content and small intestinal carbon propulsion rate. Protective effects of NHQXW against ICH with Tanre Fushi syndrome were evaluated by measuring hematoma volume, neurological deficits, and brain water content. BBB integrity was further assessed using Evans blue staining, hematoxylin-eosin (HE) staining, immunofluorescence, and Western blot for Claudin-5, plasmalemma vesicle-associated protein (PLVAP), matrix metalloproteinase (MMP)-2, and MMP-9. The potential mechanism of NHQXW was investigated by detecting protein expression of protein kinase B (Akt), extracellular signal-regulated kinase 1/2 (ERK1/2), signal transducer and activator of transcription 3 (STAT3), Yes-associated protein (YAP), and their phosphorylated forms. ResultsCompared with the collagenase+feces group, NHQXW-M and NHQXW-H significantly reduced fecal water content (P<0.05, P<0.01) and intestinal propulsion rate (P<0.01), alleviated neurological deficits (P<0.01), decreased hematoma volume (P<0.01) and Evans blue extravasation (P<0.01), increased Claudin-5 protein expression (P<0.05, P<0.01) and fluorescence intensity (P<0.01), and decreased PLVAP protein expression (P<0.01) and fluorescence intensity (P<0.05, P<0.01), as well as MMP-2 (P<0.05, P<0.01) and MMP-9 (P<0.01) expression. NHQXW-H downregulated p-Akt (P<0.05), p-ERK1/2 (P<0.05), p-STAT3 (P<0.01), and p-YAP (P<0.05), with the most significant effect observed on STAT3 phosphorylation. ConclusionNHQXW effectively alleviates neurological deficits and BBB injury in ICH mice with Tanre Fushi syndrome, primarily by inhibiting STAT3 activation.
6.Analysis of internal exposure of some nuclear medicine staff performing 131I therapy in Hubei province from 2021 to 2023
Gangtao SUN ; Fang WANG ; Jianfeng ZHANG ; Li RAN ; Hezheng ZHAI ; Liangying MEI ; Wenshan ZHOU
Chinese Journal of Radiological Medicine and Protection 2025;45(6):519-525
Objective:To investigate the current status of occupational internal exposure of nuclear medicine staff performing 131I treatment, and explore the related influence factors, so as to provide a basis for protection against internal exposures. Methods:A survey was conducted using cluster random sampling method to ascertain all the nuclear medicine staff involved in 131I treatment in nuclear medicine hospitals in Hubei province for the years 2021 to 2023. The in vitro monitoring mesurement was made of the 131I activity in thyroid by using portable gamma spectrometer, and the committed effective dose was estimated. Results:The positive detection rate of 131I in treatment staff was between 18.75% and 21.12%, with an average of 20.08%. The highest value found in cleaning and nursing staff in iodine therapy workplaces. The detection rate found in two hospitals were up to 75.61% and 64.71%, respectively. The detection rate was positive for the three consecutive years. There was no statistically significant difference in the committed effective dose between different treatment positions, and the level of internal exposure was lower than the external exposure arising from nuclear medicine practice. Factors affecting detection rate of 131I in thyroid included the amount of 131I used for treatment, and disorder type for treatment, 131I dose, use or otherwise of automated radiopharmaceutical dispenser, and ventilation in treatment rooms. Conclusions:Continuous attention should be paid to the internal exposure of nuclear medicine staff for use of 131I for treatment. Ventilation should be provided regularly, as required, to the 131I treatment rooms and active rooms and the staff should wear masks during the relevant working processes.
7.A mixed-methods study on the barriers to the application of non-pharmacological prevention evidence for venous thromboembolism in multiple myeloma patients from the perspective of nurses
Xiaoping ZHANG ; Ruo ZHUANG ; Liangying CHEN ; Liqun ZHU ; Lijuan SUN
Chinese Journal of Practical Nursing 2025;41(32):2501-2508
Objective:To explore the barriers to nurses applying the best evidence for non-pharmacologic prophylactic management of venous thromboembolism (VTE) in patients with multiple myeloma (MM), and to provide a basis for the development of clinical responses.Methods:A parallel mixed-methods study was conducted in January 2024 to facilitate the selection of nurses from the hematology department of Affiliated Hospital of Jiangsu University to conduct semi-structured in-depth interviews. Concurrently, convenience sampling was employed to select nursing staff from the same departineat for a quantitative questionnaire survey. The interview outlines based on the theoretical domains framework and the questionnaires based on the Barriers to the Application of the Evidence and Facilitators Scale. The questionnaire was developed based on the Barriers and Facilitators to Evidence Application Scale and combined with qualitative and quantitative analyses to derive barriers to nurses' implementation of best evidence.Results:The qualitative study conducted interviews with 9 female nurses in the hematology department, aged 25-49. The quantitative study surveyed 17 female nurses in the hematology department with an average age of (33.18 ± 9.09) years. Nurses scored high overall in evidence application (156.65 ± 20.09) points, with high scores on the organizational form dimension (34.47 ± 1.48) points, the evidence application leader dimension (44.24 ± 1.30) points, the nurses' team dimension (42.53 ± 1.41) points, and the implementation scenario dimension (11.18 ± 0.61) points, which suggests that nurses were process was well supported overall. Low scores on the evidence dimension (11.94 ± 0.91) points and patient dimension (12.41 ± 1.03) points indicated that nurses had barriers in knowledge acquisition and practical application. The results of qualitative interviews further revealed that nurses encourter multiple challenges when applying best evidence, including insufficient knowledge base, low professional identity within societym, absence of standardized departmental protocols, negative outcome expectations, and inadequate motivation coupled with ulcear objectives.Conclusions:There are multiple clinical factors affecting nurses' application of best evidence, and departments should propose targeted coping strategies based on the barrier factors to ensure the successful implementation of evidence-based practice changes, and thus advance the clinical application of best evidence for non-pharmacological prevention of VTE in MM patients.
8.Analysis of internal exposure of some nuclear medicine staff performing 131I therapy in Hubei province from 2021 to 2023
Gangtao SUN ; Fang WANG ; Jianfeng ZHANG ; Li RAN ; Hezheng ZHAI ; Liangying MEI ; Wenshan ZHOU
Chinese Journal of Radiological Medicine and Protection 2025;45(6):519-525
Objective:To investigate the current status of occupational internal exposure of nuclear medicine staff performing 131I treatment, and explore the related influence factors, so as to provide a basis for protection against internal exposures. Methods:A survey was conducted using cluster random sampling method to ascertain all the nuclear medicine staff involved in 131I treatment in nuclear medicine hospitals in Hubei province for the years 2021 to 2023. The in vitro monitoring mesurement was made of the 131I activity in thyroid by using portable gamma spectrometer, and the committed effective dose was estimated. Results:The positive detection rate of 131I in treatment staff was between 18.75% and 21.12%, with an average of 20.08%. The highest value found in cleaning and nursing staff in iodine therapy workplaces. The detection rate found in two hospitals were up to 75.61% and 64.71%, respectively. The detection rate was positive for the three consecutive years. There was no statistically significant difference in the committed effective dose between different treatment positions, and the level of internal exposure was lower than the external exposure arising from nuclear medicine practice. Factors affecting detection rate of 131I in thyroid included the amount of 131I used for treatment, and disorder type for treatment, 131I dose, use or otherwise of automated radiopharmaceutical dispenser, and ventilation in treatment rooms. Conclusions:Continuous attention should be paid to the internal exposure of nuclear medicine staff for use of 131I for treatment. Ventilation should be provided regularly, as required, to the 131I treatment rooms and active rooms and the staff should wear masks during the relevant working processes.
9.A mixed-methods study on the barriers to the application of non-pharmacological prevention evidence for venous thromboembolism in multiple myeloma patients from the perspective of nurses
Xiaoping ZHANG ; Ruo ZHUANG ; Liangying CHEN ; Liqun ZHU ; Lijuan SUN
Chinese Journal of Practical Nursing 2025;41(32):2501-2508
Objective:To explore the barriers to nurses applying the best evidence for non-pharmacologic prophylactic management of venous thromboembolism (VTE) in patients with multiple myeloma (MM), and to provide a basis for the development of clinical responses.Methods:A parallel mixed-methods study was conducted in January 2024 to facilitate the selection of nurses from the hematology department of Affiliated Hospital of Jiangsu University to conduct semi-structured in-depth interviews. Concurrently, convenience sampling was employed to select nursing staff from the same departineat for a quantitative questionnaire survey. The interview outlines based on the theoretical domains framework and the questionnaires based on the Barriers to the Application of the Evidence and Facilitators Scale. The questionnaire was developed based on the Barriers and Facilitators to Evidence Application Scale and combined with qualitative and quantitative analyses to derive barriers to nurses' implementation of best evidence.Results:The qualitative study conducted interviews with 9 female nurses in the hematology department, aged 25-49. The quantitative study surveyed 17 female nurses in the hematology department with an average age of (33.18 ± 9.09) years. Nurses scored high overall in evidence application (156.65 ± 20.09) points, with high scores on the organizational form dimension (34.47 ± 1.48) points, the evidence application leader dimension (44.24 ± 1.30) points, the nurses' team dimension (42.53 ± 1.41) points, and the implementation scenario dimension (11.18 ± 0.61) points, which suggests that nurses were process was well supported overall. Low scores on the evidence dimension (11.94 ± 0.91) points and patient dimension (12.41 ± 1.03) points indicated that nurses had barriers in knowledge acquisition and practical application. The results of qualitative interviews further revealed that nurses encourter multiple challenges when applying best evidence, including insufficient knowledge base, low professional identity within societym, absence of standardized departmental protocols, negative outcome expectations, and inadequate motivation coupled with ulcear objectives.Conclusions:There are multiple clinical factors affecting nurses' application of best evidence, and departments should propose targeted coping strategies based on the barrier factors to ensure the successful implementation of evidence-based practice changes, and thus advance the clinical application of best evidence for non-pharmacological prevention of VTE in MM patients.
10.Structural equation analysis of the incidence of shoulder WMSDs and individual and work-related factors
Shuang ZHOU ; Zhongxu WANG ; Ruijie LING ; Qing XU ; Huadong ZHANG ; Yimin LIU ; Gang LI ; Yan YIN ; Hua SHAO ; Jue LI ; Hengdong ZHANG ; Bing QIU ; Dayu WANG ; Qiang ZENG ; Yan YE ; Bin XIAO ; Hua ZOU ; Jianchao CHEN ; Dongxia LI ; Yongquan LIU ; Jixiang LIU ; Enfei JIANG ; Jun QI ; Liangying MEI ; Xianfeng ZHAO ; Mimi YANG ; Ning JIA
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(2):91-100
Objective:To investigate the incidence of shoulder work-related musculoskeletal disorders (WMSDs) among occupational population in China, and to explore their intrinsic association with personal and work-related factors.Methods:In April 2024, 73497 valid questionnaires of the Chinese version of the Musculoskeletal Disorders Electronic Questionnaire were retrospectively analyzed from June 2018 to December 2023 in 22 provinces and 29 key industries in China, and the general information, occurrence of WMSDs and related risk factors of key occupational populations in different regions in China were collected. By using Chi-square test and confirmatory factor analysis, the relationship between shoulder fatigue and pain in key occupational groups and individual factors, work type, work posture and work organization was discussed, and the internal relationship was analyzed based on structural equation model.Results:Higher incidence of shoulder fatigue and pain were associated with female, lack of physical exercise, uncomfortable working posture and neck leaning forward ( P<0.05). Structural equation model analysis showed that work type, work posture and work organization were strongly correlated ( r=0.58, 0.55). Work organization and work type were strongly correlated with shoulder fatigue ( r=0.65) and moderately correlated with shoulder fatigue ( r=0.21). Shoulder fatigue was moderately associated with shoulder pain ( r=0.40). Individual factors, work type, work posture and shoulder fatigue could directly affect shoulder pain ( OR=0.07, -0.09, 0.17 and 0.40), and work type and work posture could also indirectly affect shoulder pain through shoulder fatigue ( OR=0.08, 0.03). Work organization only indirectly affected shoulder pain through shoulder fatigue ( OR=0.26) . Conclusion:The main influencing factor of shoulder pain is shoulder fatigue, followed by work posture and individual factors. Structural equation model can better reflect the complex relationship between work type, work posture and work organization and shoulder WMSDs. Improving work posture and work organization may be an effective way to control the influence of shoulder fatigue on shoulder pain.

Result Analysis
Print
Save
E-mail