Exploring the relationship between social media use, sharenting practices, and maternal psychological well-being.

BACKGROUND: This study examined the correlation between social media usage, sharenting practices (sharing parenting-related content on social media), and psychological well-being among 130 mothers whose children visited Baskent University Hospital between April 2020 and January 2021. METHODS: The participants completed an online questionnaire that assessed their social media usage, sharenting practices on Instagram, as well as their levels of depression, life satisfaction, and psychological resilience. Additionally, the researchers created an Instagram account and followed the mothers' social media activities. RESULTS: The findings revealed that Instagram was the most commonly used social media platform, with mothers using it an average of 5.8 times per day and spending an average of 75 min per day on the platform. Sharing privacy-violating photos of their children was positively correlated with the mothers' own depressive symptoms (r = 0.285, p < 0.01) and negatively correlated with their life satisfaction (r=-0.274, p < 0.01). Similarly, sharing children's photos containing identifiable information was positively correlated with mothers' depressive symptoms (r = 0.373, p < 0.01) and negatively correlated with their life satisfaction (r=-0.282, p = 0.001). CONCLUSION: These findings indicate a significant relationship between social media usage, sharenting practices, and the psychological well-being of mothers. The study underscores the importance of raising awareness about the potential risks associated with social media use, particularly among mothers who engage in sharenting practices.

The clinical application value of psychological nursing intervention for patients with prostatic hyperplasia during treatment.

OBJECTIVE: To investigate the therapeutic utility of psychological nursing interventions for prostatic hyperplasia clients while they are receiving therapy. METHODS: Clinical data of 110 patients with prostate group hyperplasia who underwent treatment in our hospital were collected and analysed retrospectively, and the selected period was from October 2021 to October 2023. The 110 cases of prostate group hyperplasia patients were divided into a research group and a control group according to the different methods of care, and each group had 55 cases each. The research group received psychological nursing intervention based on the conventional nursing care given to the control group. The total treatment compliance rate and contentment with nursing were contrasted between the research and control groups, and changes in the Self Rating Anxiety Scale (SAS) score, Self Rating Depression Scale (SDS) score, Health Survey Short Form score, and sleep problems were observed between the research group and the control group. RESULTS: The research group's overall compliance rate was 94.55% (52/53), a substantial increase over the control group's rate, 69.09% (38/55), P < 0.01. Following nursing, the research group's SAS and SDS scores were considerably more reduced than those of the control group, and both groups' scores were substantially lower than they were prior to nursing (P < 0.05). CONCLUSION: This retrospective study found that psychological nursing intervention applied to patients with prostatic hyperplasia can effectively improve the patient's compliance with treatment, effectively reduce the occurrence of negative emotions, improve the patient's quality of life, and improve sleep problems. In addition, psychological nursing intervention can effectively alleviate the tension between nurses and patients, and is worthy of clinical application.

Review of Baduanjin and resistance exercise for the mental health of patients with hematologic malignancies.

Patients with hematological tumors experience physical and psychological stress, and negative psychological states. Baduanjin, an emerging psychological rehabilitation method combined with resistance exercise, has received widespread attention. This study reviews the current status of the application of Baduanjin combined with resistance exercise in improving the negative psychological state of patients with hematological tumors and discusses its problems and prospects. Through a literature review and comprehensive analysis, the application of Baduanjin and resistance exercise in the psychological rehabilitation of patients with hematological tumors was identified and evaluated. The results showed that Baduanjin with resistance exercise had a positive effect on improving negative psychological states of patients with hematological tumors, which can alleviate anxiety, depression, and other adverse emotions, and improve quality of life. However, there is a lack of unified and standardized exercise intervention programs for practical application, and patient participation and compliance must be improved. Baduanjin combined with resistance exercise can potentially improve the negative psychological status of patients with hematological tumors; however, it is still necessary to further standardize and improve the exercise program improving patient participation and compliance. Future studies should strengthen theoretical exploration and empirical research, providing more effective psychological rehabilitation strategies for patients with hematological tumors.

The relationship between perceived social support, coping style, and the quality of life and psychological state of lung cancer patients.

BACKGROUND: Lung cancer has always a cancer that threatens human health. Quality of life also has been an important research topic. psychological state in patients can influence their quality of life, and perceived social support and coping styles are relevant facilitators of Quality of life, but this specific relationship has not been adequately studied. The purpose of this study is focus on discussing the correlation of these four and understanding their potential mediating pathways. MATERIALS AND METHODS: This is a cross-sectional study. A total of 300 Lung Cancer patients from a cancer hospital in Suzhou were surveyed. The Data was collected using the scales. The collected data was analyzed using SPSS and AMOS software. RESULTS: The study revealed a significant serial mediation model between perceived social support and coping style: Psychological state regulates patients' coping styles by influencing their perceived social support which ultimately has comprehensive impacts on their quality of life. CONCLUSION: Based on the empirical results discussed, this study proposes the following suggestion: Provide good online support to form a related social media intervention matrix. meanwhile, expand the patients' social network offline, provide channels for patients to express their troubles outwardly, and regularly assess the patients' psychological status to improve their level of psychosocial adaptation. This will in turn enhance their negative coping strategies towards the disease and strengthen their ability to buffer against it, ultimately promoting a better quality of life for the patients.

Efficacy and safety of multiple external therapies in patients with insomnia: a systematic review and network meta-analysis.

Background: The annual incidence of insomnia continues to increase owing to changes in lifestyle habits, increased work pressure, and increased environmental pollution. In recent years, an increasing number of external therapies have been proven effective in treating insomnia and have been widely used. However, the relative benefits and harms of external therapies remain uncertain, and an optimal treatment strategy has not yet been determined. Objectives: A network meta-analysis was performed to evaluate and compare the efficacy and safety of multiple external therapies for patients with insomnia. Methods: Eight electronic databases were comprehensively searched from their inception to June 2023 for relevant literature. We also searched the grey literature and reviewed the reference lists of related systematic reviews. Two independent reviewers performed the study selection, data extraction, and bias assessment of the included randomized controlled trials (RCTs) using the Cochrane Reviewers' Handbook, and a network meta-analysis was conducted using Stata and RevMan software. Results: In total, 14,826 studies were identified. Of these, 83 studies, including 9 external therapies and 6,100 patients, were deemed eligible for the present network meta-analysis. Except for the SL outcome, each external therapy was better than conventional medicine and the sham intervention (SI) in improving sleep quality. In terms of improving the psychological state indices of insomnia patients, each external therapy was superior to the SI; each external therapy had a better effect on the regulation of monoamine neurotransmitters. Tuina may be the most effective intervention in improving the total effective rate, Pittsburgh sleep quality index score, and SL. Repetitive transcranial magnetic stimulation (rTMS) perhaps resulted in the best improvement in total sleep time and awakening time (surface under the cumulative ranking curve [SUCRA] = 78.3 and 75.4%, respectively); and moxibustion (MB) and hyperbaric oxygen (HBO) were the most effective in reducing Self-rating Anxiety Scale and Self-rating Depression Scale scores. In terms of improving the monoamine neurotransmitters 5-hydroxytryptamine, norepinephrine, and dopamine, the best interventions were acupoint catgut embedding, electroacupuncture, and Tuina (SUCRA = 82.0, 69.9 and 90.3%, respectively). Safety results showed that the three safest interventions were the SI, Tuina, and foot bath. No serious adverse events were reported across the studies, and the most common minor adverse events included drowsiness, pain, excessive thirst, and hematoma. Conclusion: Both Tuina and rTMS have significant effects on improving sleep quality, but the safety of rTMS is low. Therefore, Tuina can be recommended as the first line of treatment to improve sleep quality. If a patient's anxiety and depression symptoms are evident, MB or HBO can be selected for treatment based on the actual situation. External therapy to improve sleep quality may be related to the regulation of monoamine neurotransmitters, which may be a potential mechanism of action. Systematic Review Registration: https://www.crd.york.ac.uk/PROSPERO/display_record.php?RecordID=440882.

Improving well-being and enhancing awareness in patients undergoing hemodialysis through the person-centered IARA model: an exploratory study.

Chronic kidney disease (CKD) globally represents a significant health challenge, particularly among patients undergoing chronic hemodialysis. A careful nutritional and pharmacological prescription plays a key role in the effective management of these patients to optimize serum electrolytes, such as potassium, phosphorus, and protein intake. Furthermore, these patients can suffer psychological distress due to dietary restrictions and tight medication schedules. The present study explores the effectiveness of the person-centered IARA model in improving physiological markers and quality of life in CKD patients undergoing hemodialysis treatment. To demonstrate the effectiveness of the IARA model, 60 patients (M = 40; F = 20; 60.5 ± 9.9 years) undergoing thrice-weekly hemodialysis sessions were enrolled and randomly and blindly assigned to the Control or IARA group. The reduction in abnormal blood potassium, phosphorus, and total protein levels was investigated, alongside the psychological state through the SF-12 questionnaire. Preliminary findings showed a discernible reduction in the frequency of abnormal blood K (> 5.0 mmol/L) and P (> 4.5 mmol/L) levels in the IARA group compared to the Control group. In particular, such reductions were approximately 40% for K (OR = 0.57; 95% CL = 0.23/1.46) and about 15% for P (OR = 0.86; 95% CL = 0.27/2.74). A similar tendency was also observed for patient fluid intake during each hemodialysis session, with the frequency of higher-risk patients in the IARA group being 50% lower (OR = 0.50; 95% CL = 0.07/3.79) than that of the Control group. Although preliminary findings from this study suggest that the IARA model may have a positive effect on CKD patients' subjective wellbeing and quality of life (QoL), further research is needed to understand the long-term impact of the IARA intervention.

Experimental Study on Emergency Psychophysiological and Behavioral Reactions to Coal Mining Accidents.

Effective emergency responses are crucial for preventing coal mine accidents and mitigating injuries. This paper aims to investigate the characteristics of emergency psychophysiological reactions to coal mine accidents and to explore the potential of key indicators for identifying emergency behavioral patterns. Initially, virtual reality technology facilitated a simulation experiment for emergency escape during coal mine accidents. Subsequently, the characteristics of emergency reactions were analyzed through correlation analysis, hypothesis testing, and analysis of variance. The significant changes in physiological indicators were then taken as input features and fed into the three classifiers of machine learning algorithms. These classifications ultimately led to the identification of behavioral patterns, including agility, defensiveness, panic, and rigidity, that individuals may exhibit during a coal mine accident emergency. The study results revealed an intricate relationship between the mental activities induced by accident stimuli and the resulting physiological changes and behavioral performances. During the virtual reality simulation of a coal mine accident, subjects were observed to experience significant physiological changes in electrodermal activity, heart rate variability, electromyogram, respiration, and skin temperature. The random forest classification model, based on SCR + RANGE + IBI + SDNN + LF/HF, outperformed all other models, achieving accuracies of up to 92%. These findings hold promising implications for early warning systems targeting abnormal psychophysiological and behavioral reactions to emergency accidents, potentially serving as a life-saving measure in perilous situations and fostering the sustainable growth of the coal mining industry.

Clinical risk factors for preterm birth and evaluating maternal psychology in the postpartum period.

BACKGROUND: Although the specific pathogenesis of preterm birth (PTB) has not been thoroughly clarified, it is known to be related to various factors, such as pregnancy complications, maternal socioeconomic factors, lifestyle habits, reproductive history, environmental and psychological factors, prenatal care, and nutritional status. PTB has serious implications for newborns and families and is associated with high mortality and complications. Therefore, the prediction of PTB risk can facilitate early intervention and reduce its resultant adverse consequences. AIM: To analyze the risk factors for PTB to establish a PTB risk prediction model and to assess postpartum anxiety and depression in mothers. METHODS: A retrospective analysis of 648 consecutive parturients who delivered at Shenzhen Bao'an District Songgang People's Hospital between January 2019 and January 2022 was performed. According to the diagnostic criteria for premature infants, the parturients were divided into a PTB group (n = 60) and a full-term (FT) group (n = 588). Puerperae were assessed by the Self-rating Anxiety Scale (SAS) and Self-rating Depression Scale (SDS), based on which the mothers with anxiety and depression symptoms were screened for further analysis. The factors affecting PTB were analyzed by univariate analysis, and the related risk factors were identified by logistic regression. RESULTS: According to univariate analysis, the PTB group was older than the FT group, with a smaller weight change and greater proportions of women who underwent artificial insemination and had gestational diabetes mellitus (P < 0.05). In addition, greater proportions of women with reproductive tract infections and greater white blood cell (WBC) counts (P < 0.05), shorter cervical lengths in the second trimester and lower neutrophil percentages (P < 0.001) were detected in the PTB group than in the FT group. The PTB group exhibited higher postpartum SAS and SDS scores than did the FT group (P < 0.0001), with a higher number of mothers experiencing anxiety and depression (P < 0.001). Multivariate logistic regression analysis revealed that a greater maternal weight change, the presence of gestational diabetes mellitus, a shorter cervical length in the second trimester, a greater WBC count, and the presence of maternal anxiety and depression were risk factors for PTB (P < 0.01). Moreover, the risk score of the FT group was lower than that of the PTB group, and the area under the curve of the risk score for predicting PTB was greater than 0.9. CONCLUSION: This study highlights the complex interplay between postpartum anxiety and PTB, where maternal anxiety may be a potential risk factor for PTB, with PTB potentially increasing the incidence of postpartum anxiety in mothers. In addition, a greater maternal weight change, the presence of gestational diabetes mellitus, a shorter cervical length, a greater WBC count, and postpartum anxiety and depression were identified as risk factors for PTB.

Neurorehabilitation strategies: Assessing the impact on postoperative psychological state, pain, and complications in trigeminal neuralgia.

BACKGROUND: Trigeminal neuralgia is a difficult clinical situation marked by excruciating pain that requires efficient postoperative measures. In patients with trigeminal neuralgia, this study sought to investigate the effects of ongoing rehabilitation intervention on postoperative outcomes, including psychological state, pain, and complications. The aim was to provide new perspectives and treatment strategies for the management of this crippling illness. NEW METHOD: Between January 2021 and December 2022, 120 patients receiving treatment for trigeminal neuralgia were randomized to either the observation or control groups. The observation group received a continuous and comprehensive rehabilitation intervention that included elements of the control group's regimen, while the control group received standard health education and dietary guidance interventions through the use of a digital table method. The assessment of pain scales (VAS), self-rating depression scales (SDS), self-rating anxiety scales (SAS), and complication rates were all part of the postoperative follow-up. RESULTS: At seven days following surgery, there were no appreciable variations in the observation and control groups' VAS, SAS, and SDS scores (P > 0.05). Nevertheless, the observation group showed significantly lower VAS and SAS scores than the control group at 6 months and 1 year following surgery (P < 0.05). The observation group's SDS score was significantly lower than the control group's one year after surgery (P < 0.001). In comparison to the control group, the observation group also showed a lower overall complication rate (P < 0.05), especially in the cases of facial herpes and vertigo. COMPARISON WITH EXISTING METHODS: Our ongoing, all-encompassing rehabilitation approach demonstrated better results than current approaches in terms of long-lasting pain alleviation, enhanced mental health, and lower rates of complications in patients with trigeminal neuralgia following surgery. This implies that, in comparison to traditional methods, incorporating rehabilitation strategies may provide greater therapeutic benefits. CONCLUSION: Continuous comprehensive rehabilitation intervention can effectively reduce the degree of postoperative pain in patients with trigeminal neuralgia, help to regulate their psychological state, and reduce the occurrence of complications, which has certain clinical application value.

Application Value of High-Quality Nursing in Operating Room in Rectal Cancer Operation and its Influence on Postoperative Rehabilitation.

OBJECTIVE: To study the value of high-quality care in operating room during operation of patients with rectal cancer and the effect of this nursing model on postoperative rehabilitation. METHODS: This study recruited 72 patients with rectal cancer, including 36 in the control group and 36 in the observation group. Patients in the control group received routine care, and those in the observation group received high-quality care in operating room. RESULTS: The anxiety score (5.50 ± .77 vs 10. 08 ± 1.13), stress score (6.97 ± .60 vs 8.61 ± .99), and depression score (4.02 ± .65 vs 5.50 ± .91) in the observation group were less than the control group after treatment (P < .05). The measured values of diastolic blood pressure (73.19 ± 1.96 vs 86.13 ± 2.0), systolic blood pressure (121.08 ± 1.62 vs 130.63 ± 2.84), heart rate (73.05 ± 1.63 vs 87.11 ± 2.91) and adrenaline E(E) (58.40 ± 3.02 vs 61.42 ± 3.86) in the observation group were less than the control group after treatment (P < .05). The cooperation degree (94.44 vs 75.00) in the observation group was greater than the control group, but the operation time (308.47 ± 9.92 vs 339.47 ± 12.70), postoperative intestinal function recovery time (16.30 ± 1.14 vs 30.94 ± 2.10) and length of stay (10.47 ± 1.85 vs 13.33 ± 1.95) were all shorter than the control group (P < .05). The nasopharyngeal temperature in the observation group was greater than the control group at 30 minutes during operation (36.16 ± .50 vs 35.19 ± .40) and after operation, and fear score (2.22 ± .42 vs 3.63 ± .72) was less than the control group (P < .05). CONCLUSION: The application of high-quality care in the operating room during rectal cancer surgery has a significantly good clinical outcome.

The Lingering Effects of COVID-19: The Psychological State and Quality of Life of Patients with Persistent Loss of Smell and Taste.

The COVID-19 pandemic has resulted in a significant number of individuals experiencing the loss of smell and taste, medically known as anosmia and ageusia, respectively. While many patients recover these senses during the post-acute phase of the illness, a subset of individuals continues to suffer from anosmia and ageusia even after recovering from COVID-19. This article aims to explore the psychological state of COVID patients who have not regained their sense of smell and taste post-recovery, highlighting the potential impact on their mental health and overall well-being. To accomplish this, a comprehensive review of existing literature on the topic has been conducted, analyzing studies and reports that shed light on the psychological consequences of unrecovered anosmia and ageusia in COVID patients.

Connections of bullying experienced by Kyokushin karate athletes with the psychological state: is "a Cure for Bullying" safe?

Although some authors propose practicing martial arts as a prevention against bullying, little is known about bullying among karate athletes and the consequences of negative behaviour for athletes' psychological state. This study aims to explore the effect of bullying on the psychological state of Kyokushin karate athletes. A total of 371 athletes were surveyed to measure bullying experiences and signs of stress, anxiety, and depression. It was determined that 75.5% of Kyokushin karate athletes had experienced unethical behaviour by their coaches or other athletes towards them at least once, and the scores on the signs of stress, anxiety, and depression correlated with damage in the fields of communication, social relations, and physical health. The results of binary logistic regression have shown that the qualifications of karate athletes and their participation in competitions influence the risk of being bullied. Organisations in which Kyokushin karate athletes do sports should devote more attention to preventing bullying among karate athletes themselves, especially when preparing for competitions as bullying can harm communication, social relations, and physical health.

Effects of a Rice-Farming Simulation Video Game on Nature Relatedness, Nutritional Status, and Psychological State in Urban-Dwelling Adults During the COVID-19 Pandemic: Randomized Waitlist Controlled Trial.

BACKGROUND: During the COVID-19 pandemic, urban inhabitants faced significant challenges in maintaining connections with nature, adhering to nutritional guidelines, and managing mental well-being. OBJECTIVE: Recognizing the urgent need for innovative approaches, this study was designed to explore the potential benefits of a specific digital intervention, the rice-farming simulation game Sakuna: Of Rice and Ruin, for nature relatedness, nutritional behaviors, and psychological well-being. METHODS: A total of 66 adults without any prior major psychiatric disorders residing in an urban area were recruited for the study. They were randomly assigned to 2 groups through block randomization: the immediate intervention group (IIG; 34/66, 52%) and the waitlist group (32/66, 48%). Participants in the IIG were instructed to play the game for at least 4 days per week for 3 weeks, with each session lasting from 30 minutes to 3 hours. Assessments were performed at baseline, week 1, and week 3. The Nature Relatedness Scale (NR) and Nutrition Quotient Scale were used to evaluate nature relatedness and nutritional state, respectively. Furthermore, psychological state was assessed using the World Health Organization Quality of Life-Brief Version (WHOQOL-BREF), Brief Fear of Negative Evaluation Scale, Social Avoidance and Distress Scale, Toronto Alexithymia Scale, State-Trait Anxiety Inventory, Center for Epidemiologic Studies Depression Scale Revised, and Korean Resilience Quotient. RESULTS: This study's results revealed significant time interactions between the IIG and waitlist group for both the total NR score (P=.001) and the score of the self subdomain of NR (P<.001), indicating an impact of the game on nature relatedness. No group×time interactions were found for the total Nutrition Quotient Scale and subdomain scores, although both groups showed increases from baseline. For psychological state, a significant group×time interaction was observed in the total WHOQOL-BREF score (P=.049), suggesting an impact of the game on quality of life. The psychological (P=.01), social (P=.003), and environmental (P=.04) subdomains of the WHOQOL-BREF showed only a significant time effect. Other psychological scales did not display any significant changes (all P>.05). CONCLUSIONS: Our findings suggest that the rice-farming game intervention might have positive effects on nature relatedness, nature-friendly dietary behaviors, quality of life, anxiety, depression, interpersonal relationships, and resilience among urban adults during the COVID-19 pandemic. The impact of pronature games in confined urban environments provides valuable evidence of how digital technologies can be used to enhance urban residents' affinity for nature and psychological well-being. This understanding can be extended in the future to other digital platforms, such as metaverses. TRIAL REGISTRATION: Clinical Research Information Service (CRIS) KCT0007657; http://tinyurl.com/yck7zxp7.

Correlation study between motor rehabilitation level and psychological state in patients with limb movement disorders after stroke.

BACKGROUND: The psychological state of patients with post stroke limb movement disorders undergoes a series of changes that affect rehabilitation training and recovery of limb motor function. AIM: To determine the correlation between motor rehabilitation and the psychological state of patients with limb movement disorders after stroke. METHODS: Eighty patients with upper and lower limb dysfunction post stroke were retrospectively enrolled in our study. Based on Hospital Anxiety and Depression Scale (HADS) scores measured before rehabilitation, patients with HADS scores ≥ 8 were divided into the psychological group; otherwise, the patients were included in the normal group. Motor function and daily living abilities were compared between the normal and psychological groups. Correlations between the motor function and psychological status of patients, and between daily living ability and psychological status of patients were analyzed. RESULTS: After 1, 2, and 3 wk of rehabilitation, both the Fugl-Meyer assessment and Barthel index scores improved compared to their respective baseline scores (P < 0.05). A greater degree of improvement was observed in the normal group compared to the psychological group (P < 0.05). There was a negative correlation between negative emotions and limb rehabilitation (-0.592 ≤ r ≤ -0.233, P < 0.05), and between negative emotions and daily living ability (-0.395 ≤ r ≤ -0.199, P < 0.05). CONCLUSION: There is a strong correlation between motor rehabilitation and the psychological state of patients with post stroke limb movement disorders. The higher the negative emotions, the worse the rehabilitation effect.

Psychological Status, Influencing Factors and Intervention Countermeasures of Hospital Pharmacists in Extreme Working Environments in the Post-Pandemic Era--An Embedded Mixed Study.

Objective: The study explores the psychological state and related influences of hospital pharmacists enclosed in extreme work environments in the post-epidemic era, and also explores potential measures to alleviate negative emotions. Methods: An embedded mixed research methodology was used. In the qualitative research phase, semi-structured interviews were carried out with 30 pharmacists consistently confined to their work environments. The data were managed and analyzed using NVivo12 software. In the quantitative research phase, 146 pharmacists with experience in extreme work environments were selected, and the data were collected through questionnaires (GAD-7 and CD-RISC-25) and self-administered questions generated during the qualitative phase. The Shapiro-Wilk test was utilized to assess data normality. Spearman correlation was conducted to evaluate correlations among self-designed questions, resilience, and anxiety. Results: The results from interviews with 30 pharmacists revealed four factors influencing the psychological state of pharmacists in the post-epidemic era: personal factors, interpersonal relationships, environmental factors, and policy and public opinion. Mitigation measures for negative emotions encompass material security, life adjustment, epidemic prevention policy, public opinion information, and organizational management. The results of a quantitative study of 146 pharmacists showed that only 1% had severe anxiety, but the psychological resilience scores were generally low, and 62% had poor psychological resilience, with scores below 73. Simultaneously, it was observed that, except religious beliefs, factors influencing psychological status in extreme work environments were significantly negatively correlated with personal anxiety levels and significantly positively correlated with psychological resilience. Conclusion: Our study holds significance in unraveling the psychological aspects of pharmacists as healthcare workers. It also offers insights into how healthcare organizations respond to the negative emotions experienced by healthcare workers in emergencies or extreme environments.

Predicting Office Workers' Productivity: A Machine Learning Approach Integrating Physiological, Behavioral, and Psychological Indicators.

This research pioneers the application of a machine learning framework to predict the perceived productivity of office workers using physiological, behavioral, and psychological features. Two approaches were compared: the baseline model, predicting productivity based on physiological and behavioral characteristics, and the extended model, incorporating predictions of psychological states such as stress, eustress, distress, and mood. Various machine learning models were utilized and compared to assess their predictive accuracy for psychological states and productivity, with XGBoost emerging as the top performer. The extended model outperformed the baseline model, achieving an R2 of 0.60 and a lower MAE of 10.52, compared to the baseline model's R2 of 0.48 and MAE of 16.62. The extended model's feature importance analysis revealed valuable insights into the key predictors of productivity, shedding light on the role of psychological states in the prediction process. Notably, mood and eustress emerged as significant predictors of productivity. Physiological and behavioral features, including skin temperature, electrodermal activity, facial movements, and wrist acceleration, were also identified. Lastly, a comparative analysis revealed that wearable devices (Empatica E4 and H10 Polar) outperformed workstation addons (Kinect camera and computer-usage monitoring application) in predicting productivity, emphasizing the potential utility of wearable devices as an independent tool for assessment of productivity. Implementing the model within smart workstations allows for adaptable environments that boost productivity and overall well-being among office workers.

Investigation for Anxiety and Depression Situation in Couples Receiving in vitro Fertilization and Embryo Transfer (IVF-ET) with Donor Sperm and Associated Influencing Factors.

Background: This study aimed to explore the current situation of anxiety and depression on day of transfer in couples receiving in vitro fertilization and embryo transfer (IVF-ET) with donor sperm and analyze its influencing factors. Methods: This study selected 187 IVF-ET administered couples who received donor sperm from our Hospital from August 2021 to July 2022. On the day of IVF-ET with donor sperm transplantation, patients were investigated with general data questionnaire, self-rating anxiety scale (SAS) and self-rating depression scale (SDS) to analyze their anxiety and depression scores and their influencing factors. Results: Scores of anxiety and depression on the day of transplantation in patients receiving IVF-ET with donor sperm were 43.98±6.80 and 46.03±10.61 respectively, which were higher compared to levels of Chinese health norm (P<0.05). The anxiety score of patients' spouses was 41.23±6.69 and depression score was 44.23±11.65, which were higher compared to levels of Chinese health norm (P<0.05). Score of anxiety and depression of women was significantly higher compared to those of their spouse (P<0.05). Anxiety and depression scores of women in non-pregnant group were significantly higher compared to those in pregnant group (P<0.05). Regression analysis showed that education level and annual family income were influencing factors of anxiety and depression scores of IVF-ET with donor sperm couples on the day of transfer, and number of eggs taken and transfer times were influencing factors of depression scores of IVF-ET with donor sperm patients on the day of transfer. Conclusion: Psychological state of couples receiving IVF-ET with donor sperm was significantly affected, especially in female side. Medical staff should focus on patients with low education level, low family income, and more times of transfer and egg retrieval, and take targeted intervention measures to keep them in good psychological state, which is conducive to improving pregnancy outcome.

The team behind the team: prevalence and correlates of mental health problems among professional football team medical and allied staff?

This study aimed to evaluate depression, anxiety, and stress prevalence and correlates among professional football team medical and allied health staff (MAHS) in Turkey. An online survey was sent to all MAHS (n = 865) attending the professional development accreditation course organized at the end of the 2021-2022 football season in Turkey. Three standardized scales assessed depression, anxiety, and stress. A total of 573 staff participated (response rate = 66.2%). 36.7% of MAHS reported at least moderate severity depression, 25% anxiety, and 80.5% stress. Younger (26-33 years) and less experienced (6-10 years) MAHS reported higher stress scores than their older (50-57 years) and more experienced (>15 years) counterparts (p = 0.02 and p = 0.03, respectively). Masseurs (compared to team doctors) and staff without a second job (compared to those with a second job) reported higher depression and anxiety scores (p = 0.02, p = 0.03, p = 0.03, p = 0.02, respectively). Depression, anxiety, and stress scores of MAHS whose monthly income was less than $519 were higher than those whose income was more than $1036 (all p < 0.01). Findings demonstrated that professional football team MAHS suffer from symptoms of mental-ill-health at substantial rates. In light of these results, organizational policies should be implemented to proactively support the mental health of MAHS working in professional football.

Effects of escitalopram oxalate plus low-dose trazodone on psychological state and quality of life in patients with treatment-refractory depression.

OBJECTIVE: To analyze the effect of escitalopram oxalate (ESC) plus low-dose (LD) trazodone (TRA) on the psychological state and quality of life (QOL) of patients with treatment-refractory depression (TRD). METHODS: In this retrospective study, we selected 111 TRD patients treated in the People's Hospital of Oedos Dongsheng District between February 2019 and February 2021; 54 patients who were treated with ESC were assigned to the control group (the Con) and the remaining 57 patients treated with ESC + LD-TRA were placed into the research group (the Res). The scores of Hamilton Anxiety/Depression Scale (HAMA, HAMD), Generic Quality of Life Inventory (GQOLI), Pittsburgh Sleep Quality Index Scale (PSQI), and Treatment Emergent Signs and Symptoms (TESS), as well as the levels of brain-derived neurotrophic factor (BDNF), S-100B protein (S-100B), and neuron-specific enolase (NSE) were determined before and after intervention. Besides, the curative effect and incidence of adverse reactions were compared. Furthermore, the risk factors affecting treatment ineffectiveness in TRD patients were analyzed by the multivariate Logistic model. RESULTS: Evident reductions were observed in the Res in terms of HAMA, HAMD and PSQI scores and S-100B and NSE levels after intervention. Eight weeks after intervention, the TESS score was significantly reduced in the Res but not significantly different from the Con; while the scores of various dimensions of the GQOIL and the BDNF level were elevated markedly in the Res that were higher than those of the Con. Moreover, the Res presented with an evidently higher overall response rate than the Con. The two groups had no statistical significance in the overall incidence of adverse reactions (fever, irritability, insomnia, nausea, etc.). Based on the multivariate Logistic model analysis, HAMA, HAMD, PSQI, TESS, BDNF, S-100B, NSE, and treatment modality were not independent risk factors for treatment ineffectiveness in TRD patients. CONCLUSIONS: ESC + LD-TRA can significantly improve the psychological status, QOL, sleep quality and neurological function of patients with TRD while improving efficacy and ensuring patient safety.

Effects of preventive nursing based on quantitative evaluation on psychological state and maternal-infant outcome in patients with gestational diabetes mellitus.

OBJECTIVE: To explore the effects of preventive nursing based on quantitative evaluation on psychological state and maternal-infant outcome in patients with gestational diabetes mellitus (GDM), further, to provide a theoretical basis for the effective management of GDM patients in clinical work. METHODS: From 1 February 2020 to 1 January 2021, 118 patients with GDM presenting to our hospital were included in this retrospective cohort study. According to the type of nursing care, patients were divided into study group and control groups. The study group consisted of 59 GDM patients who were given quantitative evaluation-based preventive nursing care. The control group included 59 GDM patients who were given routine nursing care. Outcome indicators included blood glucose level, degree of social support, resilience, coping style, and maternal-infant outcomes. RESULTS: There was no significant difference between two groups in other baseline clinical characteristics (p > .05). After the intervention, fasting blood glucose (FBG), glycosylated hemoglobin (HbA1c), and 2 h postprandial blood glucose (2hPBG) levels were significantly lower in the study group than that in the control group (p < .05). The scores of objective support, subjective support, and social support utilization in the study group were significantly higher than those in the control group after intervention (p < .05). The scores of optimisms, self-strengthening and tenacity in the study group were significantly less than those in the control group (p < .05). The study group confrontation score was significantly higher, and the avoidance and acceptance scores were significantly lower, compared with the control group (p < .05). The maternal-infant outcome showed that the proportions of cesarean delivery, pregnancy-induced hypertension, polyhydramnios, premature delivery, hyperbilirubinemia, and neonatal hypoglycemia in the study group were significantly lower than those in the control group (p < .05). There was no significant difference in the incidence of postpartum hemorrhage and neonatal 5-min Apgar score between the two groups (p > .05). CONCLUSIONS: In conclusion, preventive nursing based on quantitative assessment can effectively control the blood glucose level of GDM patients, improve their degree of social support, resilience, coping style, and maternal-infant outcomes, which is worthy of clinical application.