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Marschall TM, Brederoo SG, Koops S, Ćurčić-Blake B, Sommer IEC. Content-based clustering of hallucinations across sensory modalities in a large online survey. Sci Rep 2024; 14:23108. [PMID: 39367045 DOI: 10.1038/s41598-024-69798-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 08/08/2024] [Indexed: 10/06/2024] Open
Abstract
Hallucinations can have rather heterogeneous aetiology and presentation. This inspired the concept of different subtypes based on symptom profiles, especially in the field of auditory hallucinations. As many people experience hallucinations in more than one sensory modality, it seems important to investigate potential hallucination subtypes across different sensory modalities. We assessed the content of hallucinations as part of a large survey among the general Dutch population (n = 10,448) using the Questionnaire for Psychotic Experiences. Based on their descriptions, thematic categories were created in a data-driven cluster analysis. 2594 participants who experienced hallucinations over the past week that contained at least 2 different thematic categories were selected. Clustering of their hallucination content was performed with the HDBSCAN method. We identified 4 clusters, i.e., subtypes, which can be typified as 1. hallucinations of foul odors, 2. complex visual scenes, 3. a vast variety of rather common hallucinations possibly related to heightened alertness, and 4. possibly bereavement hallucinations. The bereavement subtype showed an increase in emotional loneliness and the presence of delusions. Our findings suggest that the content of hallucinations can be informative, especially when investigated across sensory modalities. Such subtypes may help to better understand their underlying mechanisms.
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Affiliation(s)
- Theresa M Marschall
- Department of Psychiatry, University of Groningen, University Medical Center Groningen, Antonius Deusinglaan 2, 9713 AW, Groningen, The Netherlands.
| | - Sanne G Brederoo
- Department of Psychiatry, University of Groningen, University Medical Center Groningen, Antonius Deusinglaan 2, 9713 AW, Groningen, The Netherlands
| | - Sanne Koops
- Department of Psychiatry, University of Groningen, University Medical Center Groningen, Antonius Deusinglaan 2, 9713 AW, Groningen, The Netherlands
| | - Branislava Ćurčić-Blake
- Department of Psychiatry, University of Groningen, University Medical Center Groningen, Antonius Deusinglaan 2, 9713 AW, Groningen, The Netherlands
| | - Iris E C Sommer
- Department of Psychiatry, University of Groningen, University Medical Center Groningen, Antonius Deusinglaan 2, 9713 AW, Groningen, The Netherlands
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2
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Causal Mediation Analysis with Multiple Time-varying Mediators. Epidemiology 2023; 34:8-19. [PMID: 36455244 DOI: 10.1097/ede.0000000000001555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
In longitudinal studies with time-varying exposures and mediators, the mediational g-formula is an important method for the assessment of direct and indirect effects. However, current methodologies based on the mediational g-formula can deal with only one mediator. This limitation makes these methodologies inapplicable to many scenarios. Hence, we develop a novel methodology by extending the mediational g-formula to cover cases with multiple time-varying mediators. We formulate two variants of our approach that are each suited to a distinct set of assumptions and effect definitions and present nonparametric identification results of each variant. We further show how complex causal mechanisms (whose complexity derives from the presence of multiple time-varying mediators) can be untangled. We implemented a parametric method, along with a user-friendly algorithm, in R software. We illustrate our method by investigating the complex causal mechanism underlying the progression of chronic obstructive pulmonary disease. We found that the effects of lung function impairment mediated by dyspnea symptoms accounted for 14.6% of the total effect and that mediated by physical activity accounted for 11.9%. Our analyses thus illustrate the power of this approach, providing evidence for the mediating role of dyspnea and physical activity on the causal pathway from lung function impairment to health status. See video abstract at, http://links.lww.com/EDE/B988 .
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Phantom phone signals and other hallucinatory-like experiences: Investigation of similarities and differences. Psychiatry Res 2023; 319:114964. [PMID: 36463722 DOI: 10.1016/j.psychres.2022.114964] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 10/25/2022] [Accepted: 11/17/2022] [Indexed: 11/21/2022]
Abstract
Phantom Phone Signals (PPS) and other hallucinatory-like experiences (HLEs) are perceptual anomalies that are commonly reported in the general population. Both phenomena concern the same sensory modality, but PPS are restricted to smartphone use. The current study aimed to assess similarities and differences between these types of anomalies in relation to general psychopathology, metacognitive beliefs about perception, smartphone dependence, and susceptibility to top-down influences on perception. We analyzed data from a Polish community sample (N = 236, aged 18-69). We used questions pertaining to PPS, a questionnaire pertaining to HLEs (Multi-Modality Unusual Sensory Experiences Questionnaire), and other variables of interest (Symptom Checklist-27-plus, Mobile Phone Problematic Use Scale, and the Beliefs about Perception Questionnaire). Additionally, a false-perception task manipulating cognitive expectancy (i.e., a visual cue associated with auditory stimuli vs. no visual cue) was devised to measure top-down influences on perception. Regression analyses showed that only top-down beliefs about perception predicted both PPS and HLEs. Smartphone dependency proved to be a stronger predictor of PPS than other measured variables, whereas for HLEs, general psychopathology was the strongest predictor. Current results suggest that despite sharing some mechanisms, PPS and HLEs may have independent underlying factors.
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Singh RK, Esht V, Chahal A. Timed Vibration Sense and Joint Position Sense among Male University Students Experiencing Phantom Vibration Syndrome, Affecting Their Lifestyle. J Lifestyle Med 2022; 12:171-177. [PMID: 36628183 PMCID: PMC9798882 DOI: 10.15280/jlm.2022.12.3.171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 09/01/2022] [Indexed: 12/24/2022] Open
Abstract
Background Vibration dysfunction can cause a number of pathologies in the body, starting with the distal joints and swiftly progressing to proximal joints if not addressed. As a result, it's important to be aware of vibration dysfunction and syndromes like phantom vibration syndrome. The purpose of the following study was to determine if phantom vibration syndrome affects university male students' lifestyles in terms of vibration sensitivity and joint position sense. Methods A cross sectional study design with a total of 96 individuals were chosen on the basis of random sampling. Participants were assessed for potential phantom vibrations using a self-structured and validated questionnaire approved by clinical experts. Following the completion of questionnaire, the individuals timed vibration sense and Joint position sense were tested using a tuning fork (128 hz) and a full circle goniometer respectively. Results According to the results of the survey, 100% (96) of individuals experienced phantom vibrations, and 97.9% (94) of individuals assume their phone was ringing when it isn't. 56.3 % (54) of people become anxious due to phantom vibrations or ringing of phone. When current study's median value for timed vibration sensation (4 sec) was compared to previous studies, the results were found to be within normal ranges, implying that the phantom vibration syndrome had no physiological influence on timed vibration sense (VBS). In previous studies, the hip joint position sense average absolute error score decreased linearly from the target position. The reproduce angle from the target position reduced overall in the current study, indicating no change in joint position sense in people experiencing phantom vibration syndrome. Conclusion Phantom vibration syndrome effects individual psychologically but not physiologically.
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Affiliation(s)
- Rahul Kumar Singh
- Maharishi Markandeshwar Institute of Physiotherapy and Rehabilitation, Maharishi Markandeshwar (Deemed to be University) Mullana, Haryana, India
| | - Vandana Esht
- Department of Physical Therapy, Faculty of Applied Medical Sciences, Jazan University, Jazan, Saudi Arabia,Corresponding author: Vandana Esht, Department of Physical Therapy, Faculty of Applied Medical Sciences, Jazan University, P.O.Box.114, Jazan 45142, Kingdom of Saudi ArabiaTel: 91-8059-930235, Fax: 91-07-3161788, E-mail:
| | - Aksh Chahal
- Maharishi Markandeshwar Institute of Physiotherapy and Rehabilitation, Maharishi Markandeshwar (Deemed to be University) Mullana, Haryana, India
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Wang HH, Lin YH. Assessing Physicians' Recall Bias of Work Hours With a Mobile App: Interview and App-Recorded Data Comparison. J Med Internet Res 2021; 23:e26763. [PMID: 34951600 PMCID: PMC8742215 DOI: 10.2196/26763] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 05/10/2021] [Accepted: 11/08/2021] [Indexed: 11/24/2022] Open
Abstract
Background Previous studies have shown inconsistencies in the accuracy of self-reported work hours. However, accurate documentation of work hours is fundamental for the formation of labor policies. Strict work-hour policies decrease medical errors, improve patient safety, and promote physicians’ well-being. Objective The aim of this study was to estimate physicians’ recall bias of work hours with a mobile app, and to examine the association between the recall bias and physicians’ work hours. Methods We quantified recall bias by calculating the differences between the app-recorded and self-reported work hours of the previous week and the penultimate week. We recruited 18 physicians to install the “Staff Hours” app, which automatically recorded GPS-defined work hours for 2 months, contributing 1068 person-days. We examined the association between work hours and two recall bias indicators: (1) the difference between self-reported and app-recorded work hours and (2) the percentage of days for which work hours were not precisely recalled during interviews. Results App-recorded work hours highly correlated with self-reported counterparts (r=0.86-0.88, P<.001). Self-reported work hours were consistently significantly lower than app-recorded hours by –8.97 (SD 8.60) hours and –6.48 (SD 8.29) hours for the previous week and the penultimate week, respectively (both P<.001). The difference for the previous week was significantly correlated with work hours in the previous week (r=–0.410, P=.01), whereas the correlation of the difference with the hours in the penultimate week was not significant (r=–0.119, P=.48). The percentage of hours not recalled (38.6%) was significantly higher for the penultimate week (38.6%) than for the first week (16.0%), and the former was significantly correlated with work hours of the penultimate week (r=0.489, P=.002) Conclusions Our study identified the existence of recall bias of work hours, the extent to which the recall was biased, and the influence of work hours on recall bias.
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Affiliation(s)
- Hsiao-Han Wang
- Department of Psychiatry, College of Medicine, National Taiwan University, Taipei, Taiwan.,Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan
| | - Yu-Hsuan Lin
- Department of Psychiatry, College of Medicine, National Taiwan University, Taipei, Taiwan.,Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan.,Institute of Population Health Sciences, National Health Research Institutes, Miaoli County, Taiwan.,Institute of Health Behaviors and Community Sciences, College of Public Health, National Taiwan University, Taipei, Taiwan
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Lin YH, Chen SY, Lin PH, Tai AS, Pan YC, Hsieh CE, Lin SH. Assessing User Retention of a Mobile App: Survival Analysis. JMIR Mhealth Uhealth 2020; 8:e16309. [PMID: 33242023 PMCID: PMC7728530 DOI: 10.2196/16309] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 07/23/2020] [Accepted: 09/15/2020] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND A mobile app generates passive data, such as GPS data traces, without any direct involvement from the user. These passive data have transformed the manner of traditional assessments that require active participation from the user. Passive data collection is one of the most important core techniques for mobile health development because it may promote user retention, which is a unique characteristic of a software medical device. OBJECTIVE The primary aim of this study was to quantify user retention for the "Staff Hours" app using survival analysis. The secondary aim was to compare user retention between passive data and active data, as well as factors associated with the survival rates of user retention. METHODS We developed an app called "Staff Hours" to automatically calculate users' work hours through GPS data (passive data). "Staff Hours" not only continuously collects these passive data but also sends an 11-item mental health survey to users monthly (active data). We applied survival analysis to compare user retention in the collection of passive and active data among 342 office workers from the "Staff Hours" database. We also compared user retention on Android and iOS platforms and examined the moderators of user retention. RESULTS A total of 342 volunteers (224 men; mean age 33.8 years, SD 7.0 years) were included in this study. Passive data had higher user retention than active data (P=.011). In addition, user retention for passive data collected via Android devices was higher than that for iOS devices (P=.015). Trainee physicians had higher user retention for the collection of active data than trainees from other occupations, whereas no significant differences between these two groups were observed for the collection of passive data (P=.700). CONCLUSIONS Our findings demonstrated that passive data collected via Android devices had the best user retention for this app that records GPS-based work hours.
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Affiliation(s)
- Yu-Hsuan Lin
- Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan.,Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan.,Department of Psychiatry, College of Medicine, National Taiwan University, Taipei, Taiwan.,Institute of Health Behaviors and Community Sciences, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Si-Yu Chen
- Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan
| | - Pei-Hsuan Lin
- Institute of Statistics, National Chiao Tung University, Hsinchu, Taiwan
| | - An-Shun Tai
- Institute of Statistics, National Chiao Tung University, Hsinchu, Taiwan
| | - Yuan-Chien Pan
- Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan
| | - Chang-En Hsieh
- Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan
| | - Sheng-Hsuan Lin
- Institute of Statistics, National Chiao Tung University, Hsinchu, Taiwan
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Lin YH, Lin KI, Pan YC, Lin SH. Investigation of the Role of Anxiety and Depression on the Formation of Phantom Vibration and Ringing Syndrome Caused by Working Stress during Medical Internship. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E7480. [PMID: 33066619 PMCID: PMC7602477 DOI: 10.3390/ijerph17207480] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 10/09/2020] [Accepted: 10/09/2020] [Indexed: 11/24/2022]
Abstract
Phantom vibration syndrome (PVS) and phantom ringing syndrome (PRS) are prevalent hallucinations during medical internship. Depression and anxiety are probably understudied risk factors of PVS and PRS. The aim was to evaluate the role of anxiety and depression on the relationship between working stress during medical internship and PVS and PRS. A prospective longitudinal study, consisted of 74 medical interns, was carried out. The severity of phantom vibrations and ringing, as well as anxiety and depression as measured before, at the third, sixth, and 12th month during internship, and two weeks after internship. We conducted a causal mediation analysis to quantify the role of depression and in the mechanism of working stress during medical internship inducing PVS and PRS. The results showed that depression explained 21.9% and 8.4% for stress-induced PRS and PVS, respectively. In addition, anxiety explained 15.0% and 7.8% for stress-induced PRS and PVS, respectively. Our findings showed both depression and anxiety can explain a portion of stress-induced PVS and PRS during medical internship and might be more important in clinical practice and benefit to prevention of work-related burnout.
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Affiliation(s)
- Yu-Hsuan Lin
- Institute of Population Health Sciences, National Health Research Institutes, Miaoli 35053, Taiwan; (Y.-H.L.); (Y.-C.P.)
| | - Kuan-I Lin
- Institute of Statistics, National Chiao Tung University, Hsinchu 30010, Taiwan;
| | - Yuan-Chien Pan
- Institute of Population Health Sciences, National Health Research Institutes, Miaoli 35053, Taiwan; (Y.-H.L.); (Y.-C.P.)
| | - Sheng-Hsuan Lin
- Institute of Statistics, National Chiao Tung University, Hsinchu 30010, Taiwan;
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Schmitgen MM, Horvath J, Mundinger C, Wolf ND, Sambataro F, Hirjak D, Kubera KM, Koenig J, Wolf RC. Neural correlates of cue reactivity in individuals with smartphone addiction. Addict Behav 2020; 108:106422. [PMID: 32403056 DOI: 10.1016/j.addbeh.2020.106422] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 03/23/2020] [Accepted: 03/27/2020] [Indexed: 12/15/2022]
Abstract
Popularity of smartphones has dramatically increased in the past years, accompanied by increased concerns regarding potentially adverse effects on physical and mental health. Addictive behavior associated with excessive smartphone use, frequently referred to as "smartphone addiction" (SPA), has attracted increased scientific interest. However the neural correlates of SPA are unknown. We used functional magnetic resonance imaging at 3T to investigate the neural correlates of cue reactivity (CR) in individuals with SPA (n = 21) compared to controls (n = 21). SPA was assessed using the Smartphone Addiction Inventory (SPAI), and neural activity was measured by a modified CR task. Contrasts of images of smartphones vs. neutral stimuli and stimuli including active vs. inactive smartphones (p < 0.001, uncorrected for height, followed by correction for spatial extent) were analyzed. In the first contrast, group differences in medial prefrontal (MPFC), occipital, temporal, and anterior cingulate (ACC) cortices, in temporoparietal regions, and cerebellum were found. For active vs. inactive smartphones, group differences were found in frontal operculum/anterior insula and precentral gyrus. Negative correlations were found between MPFC, ACC, precuneus, and precentral gyrus and specific SPAI subscores, i.e. compulsive behavior, functional impairment and withdrawal. This study suggests spatial similarities of CR-related brain activation between addictive smartphone use and other well-known addictive disorders.
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Chiang TW, Chen SY, Pan YC, Lin YH. Automatic Work-Hours Recorder for Medical Staff (Staff Hours): Mobile App Development. JMIR Mhealth Uhealth 2020; 8:e16063. [PMID: 32130165 PMCID: PMC7064958 DOI: 10.2196/16063] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 11/07/2019] [Accepted: 12/15/2019] [Indexed: 11/13/2022] Open
Abstract
Background There are numerous mobile apps for tracking work hours, but only a few of them record work hours automatically instead of relying on manual logging. No apps have been customized for medical staff, whose work schedules are highly complicated as they have both regular hours and on-call duties. Objective The specific aims of this study were to (1) identify the Staff Hours app users’ GPS-defined work hours, (2) examine the overtime work hours from the app-recorded total work hours and the participants’ self-reported scheduled work hours, and (3) compare these app-recorded total work hours among different occupations. Methods We developed an app, Staff Hours, to automatically calculate a user’s work hours via GPS background data. Users can enter their scheduled hours, including regular hours and on-call duties. The app automatically generates overtime reports by comparing the app-recorded total work hours with the user-defined scheduled hours. A total of 183 volunteers (60 females and 123 males; mean age 32.98 years, SD 6.74) were included in this study. Most of the participants (162/183, 88.5%) were medical staff, and their positions were resident physicians (n=89), visiting staff (n=38), medical students (n=10), registered nurses (n=25), and non–health care professionals (non-HCPs; n=21). Results The total work hours (mean 55.69 hours, SD 21.34) of the 183 participants were significantly higher than their scheduled work hours (mean 50.67 hours, SD 21.44; P=.01). Medical staff had significantly longer total work hours (mean 57.01 hours, SD 21.20) than non-HCPs (mean 45.48 hours, SD 20.08; P=.02). Residents (mean 60.38 hours, SD 18.67) had significantly longer work hours than visiting staff (mean 51.42 hours, SD 20.33; P=.03) and non-HCPs (mean 45.48 hours, SD 20.08; P=.004). Conclusions Staff Hours is the first automatic GPS location–based app designed for medical staff to track work hours and calculate overtime. For medical staff, this app could keep complete and accurate records of work hours in real time, reduce bias, and allow for better complying with labor regulations.
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Affiliation(s)
- Ting-Wei Chiang
- Institute of Population Health Sciences, National Health Research Institutes, Miaoli County, Taiwan
| | - Si-Yu Chen
- Institute of Population Health Sciences, National Health Research Institutes, Miaoli County, Taiwan
| | - Yuan-Chien Pan
- Department of Psychology, National Taiwan University, Taipei, Taiwan
| | - Yu-Hsuan Lin
- Institute of Population Health Sciences, National Health Research Institutes, Miaoli County, Taiwan.,Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan.,Department of Psychiatry, College of Medicine, National Taiwan University, Taipei, Taiwan.,Institute of Health Behaviors and Community Sciences, College of Public Health, National Taiwan University, Taipei, Taiwan
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Cardiac Autonomic Modulation during on-Call Duty under Working Hours Restriction. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17031118. [PMID: 32050580 PMCID: PMC7038185 DOI: 10.3390/ijerph17031118] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 02/05/2020] [Accepted: 02/07/2020] [Indexed: 12/20/2022]
Abstract
Background: Medical residency is a time of high stress and long working hours, which increase the risk of cardiovascular disease. This study aimed to investigate the autonomic modulation of resident physicians throughout the on-call duty cycle. Methods: Spectral analysis of heart rate variability (HRV) was used to compute cardiac parasympathetic modulation (high-frequency power, HF) and cardiac sympathetic modulation (normalized low-frequency power, LF%, and the ratio of LF and HF, LF/HF) of 18 residents for a consecutive 4-day cycle. Results: Male residents show reduced cardiac sympathetic modulation (i.e., higher LF/HF and LF%) than the female interns. Medical residents’ cardiac parasympathetic modulation (i.e., HF) significantly increased on the first and the second post-call day compared with the pre-call day. In contrast, LF% was significantly decreased on the first and the second post-call day compared with the pre-call day. Similarly, LF/HF was significantly decreased on the second post-call day compared with the pre-call day. LF/HF significantly decreased on the first post-call day and on the second post-call day from on-call duty. Conclusion: The guideline that limits workweeks to 80 h and shifts to 28 h resulted in reduced sympathetic modulation and increased parasympathetic modulation during the two days following on-call duty.
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Lin YH, Chen HY, Tsai SL, Chang LR, Chen PC. A prospective study of the factors associated with life quality during medical internship. PLoS One 2019; 14:e0220608. [PMID: 31404080 PMCID: PMC6690540 DOI: 10.1371/journal.pone.0220608] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Accepted: 07/21/2019] [Indexed: 11/18/2022] Open
Abstract
Background Medical interns’ quality of life (QOL) are related to patient care quality, but the specific factors responsible for interns’ QOL have not been well studied. Herein we presented this nationwide, prospective study to examine the impact of working hours restrictions on the QOL among medical interns. Methods The study recruited 295 medical interns (age: 25.3 ± 2.1, male: 68.1%) from all the 8 medical colleges in Taiwan during the 2012–2013 academic years. Subjects were assessed for QOL by brief version of the World Health Organization Quality of Life Assessment (WHOQOL-BREF) and the 9-item Patient Health Questionnaire (PHQ-9) before and every 3 months during their internship. We also investigated their demographic data, working hours, workload characteristics, such as specialties of internship rotation, acceptance of new patients after 24-hour, and no 24-hour off within 7 days, and self-reported patient related burnout. We used generalized estimation equation to delineate the change of WHOQOL-BREF and PHQ-9 scores during internship. We used multivariate regression analysis to examine the associated factors of QOL. Results WHOQOL-BREF score significantly decreased during internship (baseline: 60.0 ± 9.7, 53.7 ± 9.3 at 3 months, then remained at 55 after 9 months). Acceptance of new patients after 24 hours of continuous duty (β = -2.089), no 24-hour off within 7 days (β = -1.748), score of patient related burnout (β = -2.50), and PHQ-9 depression score (β = -1.02) were associated with lower WHOQOL-BREF score. Working hours was not significantly associated with the QOL (p = .6268). Conclusions Our findings revealed interns’ QOL significantly decreased during internship. Acceptance of new patients after 24-hour of continuous duty and patient related burnout predominantly impacted interns’ QOL and depression more than working hours did.
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Affiliation(s)
- Yu-Hsuan Lin
- Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan
- Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan
- Department of Psychiatry, College of Medicine, National Taiwan University, Taipei, Taiwan
- Institute of Health Behaviors and Community Sciences, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Hui-Yi Chen
- Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan
| | - Shih-Li Tsai
- Graduate Institute of Medical Education & Bioethics, National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Medical Education, National Taiwan University Hospital, Taipei, Taiwan
| | - Li-Ren Chang
- Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan
- Department of Psychiatry, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Pau-Chung Chen
- Institute of Environmental and Occupational Health Sciences, National Taiwan University College of Public Health, Taipei, Taiwan
- Department of Public Health, National Taiwan University College of Public Health, Taipei, Taiwan
- Department of Environmental and Occupational Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Office of Occupational Safety and Health, National Taiwan University Hospital, Taipei, Taiwan
- * E-mail:
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Abstract
AbstractAs the use of digital technology has increased, abuse and addiction to technology have been identified among a minority of users. In the mid-1990s, the concept of internet addiction was first used. Today, almost every digital technology use has been claimed to have a minority of disordered users. One key aspect of addictive substance behaviors is craving. Craving is also an important component of behavioral addictions including digital technology disorders such as Internet Gaming Disorder. The aim of the present study was to develop the Turkish version of the Craving for Internet Gaming Scale (CIGS) via an adaptation of the Penn Alcohol Craving Scale (PACS). The present study comprised 368 adolescents from four different samples. The measures used included the Craving for Internet Gaming Scale, Digital Game Addiction Scale, and Brief Self-Control Scale. The structural validity of CIGS was investigated with Exploratory Factor Analysis (EFA), Confirmatory Factor Analysis (CFA), and criterion validity. The reliability of CIGS was evaluated using Cronbach α internal consistency reliability coefficient and corrected item total correlation coefficients. As a result of EFA, it was found that the five-item CIGS had a single-factor structure. The unidimensional CIGS obtained as a result of EFA was tested with CFA. As a result of CFA, the unidimensional structure of CIGS was confirmed in two different samples. Criterion validity of CIGS was assessed via digital gaming addiction, self-discipline, impulsiveness, daily internet gaming duration, and internet gaming history. As a result of criterion analysis, CIGS was associated with these variables in the expected direction. Finally, according to reliability analysis, the CIGS was found to be a reliable scale. When validity and reliability analysis of the CIGS are considered as a whole, it is concluded that the CIGS is a valid and reliable scale that assesses craving for internet gaming.
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Phantom Phone Signals in youths: Prevalence, correlates and relation to psychopathology. PLoS One 2019; 14:e0210095. [PMID: 30608968 PMCID: PMC6319810 DOI: 10.1371/journal.pone.0210095] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Accepted: 12/17/2018] [Indexed: 11/26/2022] Open
Abstract
The term Phantom Phone Signals (PPS) refers to the perception of a mobile phone ringing, vibrating and blinking when in fact it did not. Data in youth are lacking, and controversies exist on whether PPS is related to psychopathology. In the present study, we showed data on the prevalence of PPS in a population (N = 2959) of students aged 10 to 14 years. We also explored the possible association between PPS and emotional or behavioural problems. Our results showed that PPS is a relatively common phenomenon with a prevalence rate of 58.9%, being more frequent in females. In univariate and multivariate analyses, we also found an association between the presence of PPS and emotional problems and temper tantrums, after accounting for relevant covariates. PPS is a relevant phenomenon to be considered in youth. It is common and may be a signal for emotional problems.
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Mangot AG, Murthy VS, Kshirsagar SV, Deshmukh AH, Tembe DV. Prevalence and Pattern of Phantom Ringing and Phantom Vibration among Medical Interns and their Relationship with Smartphone Use and Perceived Stress. Indian J Psychol Med 2018; 40:440-445. [PMID: 30275619 PMCID: PMC6149296 DOI: 10.4103/ijpsym.ijpsym_141_18] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Phantom sensations like phantom vibration (PV) and phantom ringing (PR)- the sensations of vibration and ringing of the phone when they are not, respectively-are among the latest in the category of "techno-pathology" to receive global attention. This study was conducted with the aim to estimate the prevalence of such sensations among medical interns and their association with perceived stress levels and smartphone usage pattern. MATERIALS AND METHODS Ninety-three medical interns using smartphone were recruited for the study. Data were collected anonymously using semi-structured questionnaire, perceived stress scale (PSS), and smartphone addiction scale-short version (SAS-SV). Data were analyzed using descriptive statistics, Chi-square test, independent t-test, ANOVA, and Pearson's correlation coefficient. RESULTS Fifty-nine percent students had a high level of stress, whereas 40% had problematic smartphone use. Sixty percent students experienced PV, whereas 42% experienced PR and both were significantly associated with higher frequency of phone use and the use of vibration mode. Mean SAS-SV score was significantly lower in students who did not perceive PR/PV, whereas mean PSS score was significantly lower in students who did not perceive PV. CONCLUSION This study confirms findings from other national and international researches about the experience of cell phone phantom sensations and their relationship with the pattern of phone use and stress level. It also brings to light high levels of stress and problematic smartphone use among medical students during the internship.
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Affiliation(s)
- Ajish G Mangot
- Department of Psychiatry, Krishna Institute of Medical Sciences Deemed University, Karad, Satara, Maharashtra, India
| | - Vasantmeghna S Murthy
- Department of Psychiatry, Krishna Institute of Medical Sciences Deemed University, Karad, Satara, Maharashtra, India
| | - Sharad V Kshirsagar
- Department of Psychiatry, Krishna Institute of Medical Sciences Deemed University, Karad, Satara, Maharashtra, India
| | - Ajay H Deshmukh
- Department of Psychiatry, Krishna Institute of Medical Sciences Deemed University, Karad, Satara, Maharashtra, India
| | - Dinesh V Tembe
- Department of Psychiatry, Krishna Institute of Medical Sciences Deemed University, Karad, Satara, Maharashtra, India
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Mohammadbeigi A, Mohammadsalehi N, Moshiri E, Anbari Z, Ahmadi A, Ansari H. The prevalence of phantom vibration/ringing syndromes and their related factors in Iranian' students of medical sciences. Asian J Psychiatr 2017; 27:76-80. [PMID: 28558902 DOI: 10.1016/j.ajp.2017.02.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2016] [Revised: 01/31/2017] [Accepted: 02/12/2017] [Indexed: 11/19/2022]
Abstract
BACKGROUND AND AIM Mobile phone abuse can cause pathologic stress that may lead to addictive behavior such as Phantom Vibration Syndrome (PVS) and Phantom Ringing Syndrome (PRS). The current study aimed to determine the PVS and PRS due to mobile phone use in students of Qom University of medical Sciences in Iran. DESIGN Cross-sectional study. PARTICIPANTS The participants were 380 students selected by proportional stratified random sampling method in each stratum. MEASUREMENTS Data were collected by a self-administered questionnaire and analyzed by descriptive and analytic statistical methods including t-test, chi square and analysis of variance. FINDINGS The prevalence of PVS and PRS due to mobile phones in students of medical sciences was estimated to be 54.3% and 49.3%, respectively. PVS was higher in female students than in males while the PRS was higher in male students. There was a significant relationship between PVS and using social networks such as Viber, WhatsApp, and Line. In addition, a significant association was observed between PVS and friend-finding, chatting and entertainment. CONCLUSION Studies should be done in the future to assess the long-term complication of overusing mobile phones. In the current study, the prevalence of PVS and PRS in half of students is considerable.
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Affiliation(s)
- Abolfazl Mohammadbeigi
- Department of Epidemiology and Biostatistics, Neurology and Neurosciences Research Center, Qom University of Medical Sciences, Qom, Iran
| | - Narges Mohammadsalehi
- Health Policy and Promotion Research Center, Qom University of Medical Sciences, Qom, Iran
| | - Esmail Moshiri
- Department of Anesthesiology, Arak University of Medical Sciences, Arak, Iran
| | - Zohreh Anbari
- EDC, Arak University of Medical Sciences, Arak, Iran
| | - Ali Ahmadi
- Modeling in Health Research Center, Department of Epidemiology and Biostatistics, School of Public Health, Shahrekord University of Medical Sciences, Shahrekord, Iran
| | - Hossein Ansari
- Health Promotion Research Center, Department of Epidemiology and Biostatistics, Zahedan University of Medical Sciences, Zahedan, Iran.
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Kruger DJ, Djerf JM. Bad vibrations? Cell phone dependency predicts phantom communication experiences. COMPUTERS IN HUMAN BEHAVIOR 2017. [DOI: 10.1016/j.chb.2017.01.017] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Kruger DJ, Djerf JM. High Ringxiety: Attachment Anxiety Predicts Experiences of Phantom Cell Phone Ringing. CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING 2015; 19:56-9. [PMID: 26701188 DOI: 10.1089/cyber.2015.0406] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Mobile cell phone users have reported experiencing ringing and/or vibrations associated with incoming calls and messages, only to find that no call or message had actually registered. We believe this phenomenon can be understood as a human signal detection issue, with potentially important influences from psychological attributes. We hypothesized that individuals higher in attachment anxiety would report more frequent phantom cell phone experiences, whereas individuals higher in attachment avoidance would report less frequent experiences. If these experiences are primarily psychologically related to attributes of interpersonal relationships, associations with attachment style should be stronger than for general sensation seeking. We also predicted that certain contexts would interact with attachment style to increase or decrease the likelihood of experiencing phantom cell phone calls and messages. Attachment anxiety directly predicted the frequency of phantom ringing and notification experiences, whereas attachment avoidance and sensation seeking did not directly predict frequency. Attachment anxiety and attachment avoidance interacted with contextual factors (expectations for a call or message and concerned about an issue that one may be contacted about) in the expected directions for predicting phantom cell phone experiences.
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Affiliation(s)
- Daniel J Kruger
- 1 School of Public Health, University of Michigan , Ann Arbor, Michigan
| | - Jaikob M Djerf
- 2 Literature, Sciences, and Arts, University of Michigan , Ann Arbor, Michigan
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Phantom phone signals: An investigation into the prevalence and predictors of imagined cell phone signals. COMPUTERS IN HUMAN BEHAVIOR 2015. [DOI: 10.1016/j.chb.2015.04.039] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Deb A. Phantom vibration and phantom ringing among mobile phone users: A systematic review of literature. Asia Pac Psychiatry 2015; 7:231-9. [PMID: 25408384 DOI: 10.1111/appy.12164] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2014] [Accepted: 10/08/2014] [Indexed: 11/30/2022]
Abstract
The last decade has witnessed considerable interest in pathological conditions stemming from misuse or overuse of technology, a condition commonly referred to as technopathology. Of the several complaints reported, phantom vibration or phantom ringing is one that has not yet been widely explored. The objective of conducting a systematic review is to provide an understanding of the phenomena and summarize the research conducted so far. Major databases were searched and articles that matched the inclusion criteria were selected for final analysis. According to findings obtained, phantom vibration or phantom ringing was commonly experienced by mobile phone users; however, few found it bothersome and hence took no steps to eliminate it. As of now, literature in the area is limited and many aspects of the phenomena such as its prevalence across populations, causal factors, consequences, and treatment plans are yet to be studied. Also, a clinical criterion for identification of the condition needs to be formulated. With increase in the number of individuals reporting mobile phone-related problem behavior, phantom vibration, or phantom ringing may be expected to become a cause of concern for mental health professionals within some years. Finally, the need for further research is emphasized while presenting directions for future investigations.
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Affiliation(s)
- Amrita Deb
- Department of Liberal Arts, Indian Institute of Technology Hyderabad, Hyderabad, Telengana, India
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Chen CY, Lin SH, Li P, Huang WL, Lin YH. The role of the harm avoidance personality in depression and anxiety during the medical internship. Medicine (Baltimore) 2015; 94:e389. [PMID: 25590843 PMCID: PMC4602540 DOI: 10.1097/md.0000000000000389] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
To determine whether physicians with harm avoidance (HA) personality traits were more prone to developing increased anxiety and depression during the medical internship. A prospective longitudinal study of 74 medical interns was carried out using repeated measures of symptoms of anxiety and depression with the Beck Anxiety and Depression Inventories (BAI and BDI) before, at the 3rd, 6th, and 12th months during the internship, and 2 weeks after the internship was completed. Baseline personality was assessed by the Tridimensional Personality Questionnaire with 3 dimensions: novelty-seeking, HA, and reward dependence (RD). Levels of both depression and anxiety increased (6.4 and 3.4 on scores for BDI and BAI, respectively) during the internship and returned to baseline 2 weeks after it ended. HA scores were significantly correlated with depression and anxiety (0.3 scores on both the BDI and the BAI) and the scores for RD were significantly correlated with anxiety but not with depression. The interaction of HA and point in internship showed no significant differences. Internship plays a major role in the increase in depression and anxiety. A HA personality was also associated with the development of both depression and anxiety.
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Affiliation(s)
- Ching-Yen Chen
- From the School of Medicine, Chang Gung University, Taoyuan, Taiwan (C-YC, PL); Department of Psychiatry, Chang Gung Memorial Hospital at Lin-Kou, Taoyuan, Taiwan (C-YC, PL); Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA (S-HL); Department of Psychiatry, National Taiwan University Hospital, Yun-Lin Branch, Yunlin, Taiwan (W-LH); Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan (Y-HL)
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Lin YH, Chang LR, Lee YH, Tseng HW, Kuo TBJ, Chen SH. Development and validation of the Smartphone Addiction Inventory (SPAI). PLoS One 2014; 9:e98312. [PMID: 24896252 PMCID: PMC4045675 DOI: 10.1371/journal.pone.0098312] [Citation(s) in RCA: 228] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2013] [Accepted: 04/30/2014] [Indexed: 11/18/2022] Open
Abstract
Objective The aim of this study was to develop a self-administered scale based on the special features of smartphone. The reliability and validity of the Smartphone Addiction Inventory (SPAI) was demonstrated. Methods A total of 283 participants were recruited from Dec. 2012 to Jul. 2013 to complete a set of questionnaires, including a 26-item SPAI modified from the Chinese Internet Addiction Scale and phantom vibration and ringing syndrome questionnaire. There were 260 males and 23 females, with ages 22.9±2.0 years. Exploratory factor analysis, internal-consistency test, test-retest, and correlation analysis were conducted to verify the reliability and validity of the SPAI. Correlations between each subscale and phantom vibration and ringing were also explored. Results Exploratory factor analysis yielded four factors: compulsive behavior, functional impairment, withdrawal and tolerance. Test–retest reliabilities (intraclass correlations = 0.74–0.91) and internal consistency (Cronbach's α = 0.94) were all satisfactory. The four subscales had moderate to high correlations (0.56–0.78), but had no or very low correlation to phantom vibration/ringing syndrome. Conclusion This study provides evidence that the SPAI is a valid and reliable, self-administered screening tool to investigate smartphone addiction. Phantom vibration and ringing might be independent entities of smartphone addiction.
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Affiliation(s)
- Yu-Hsuan Lin
- Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan
| | - Li-Ren Chang
- Department of Psychiatry, College of Medicine, National Taiwan University, Taipei, Taiwan
- Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan
- Department of Psychiatry, Far Eastern Polyclinic, Taipei, Taiwan
| | - Yang-Han Lee
- Department and Graduate School of Electrical Engineering, Tamkang University, Taipei, Taiwan
| | - Hsien-Wei Tseng
- Department and Graduate School of Electrical Engineering, Tamkang University, Taipei, Taiwan
- Department of Computer and Communication Engineering, De-Lin Institution of Technology, Taipei, Taiwan
| | - Terry B. J. Kuo
- Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan
- Sleep Research Center, National Yang-Ming University, Taipei, Taiwan
| | - Sue-Huei Chen
- Department of Psychology, National Taiwan University, Taipei, Taiwan
- * E-mail:
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Chen CP, Wu CC, Chang LR, Lin YH. Possible association between phantom vibration syndrome and occupational burnout. Neuropsychiatr Dis Treat 2014; 10:2307-14. [PMID: 25750984 PMCID: PMC4310551 DOI: 10.2147/ndt.s73038] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Phantom vibration syndrome (PVS) and phantom ringing syndrome (PRS) occur in many cell phone users. Previous studies have indicated an association between PVS/PRS and job stress. The aim of this study was to determine if PVS/PRS were also associated with occupational burnout. METHODS This was a cross-sectional study of 384 employees of a high-tech company in northern Taiwan. They all completed a phantom vibration and ringing questionnaire, the Hospital Anxiety and Depression Scale, and the Chinese version of the Occupational Burnout Inventory. RESULTS Significantly more women and people with at least a college education were in the population with PRS and PVS, respectively. Anxiety and depression had no associations with PVS/PRS. Higher scores for personal fatigue, job fatigue, and service target fatigue had an independent impact on the presence of PVS, but only a higher score for service target fatigue had an independent impact on the presence of PRS. CONCLUSION The independent association between work-related burnout and PVS/PRS suggests that PVS/PRS may be a harbinger of mental stress or a component of the clinical burnout syndrome, and may even be a more convenient and accurate predictor of occupational burnout.
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Affiliation(s)
- Chao-Pen Chen
- Department of Education, National Taiwan University Hospital, Taoyuan City, Taiwan
| | - Chi-Cheng Wu
- Department of Family Medicine, Min-Sheng General Hospital, Taoyuan City, Taiwan
| | - Li-Ren Chang
- Department of Psychiatry, National Taiwan University, College of Medicine, Taipei, Taiwan
| | - Yu-Hsuan Lin
- Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan
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Wu WJ, Kreshover JE, Moldwin R, Kavoussi LR. Strange Vibes - Novel Presentation of Prostatitis. Urol Case Rep 2014; 2:25-6. [PMID: 26955537 PMCID: PMC4732995 DOI: 10.1016/j.eucr.2013.12.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2013] [Revised: 12/05/2013] [Accepted: 12/05/2013] [Indexed: 11/30/2022] Open
Abstract
Chronic prostatitis/chronic pelvic pain syndrome (CP/CPPS) has significant variability in its presentation. In this study, we present 2 novel cases of prostatitis in which “buzz” is described as the primary pain symptom. These cases describe patients with the primary complaint of “cell phone–like buzzing” within the perineum, with accompanying urinary symptoms consistent with prostatitis. CP/CPPS is a multifactorial disease within which psychological, inflammatory, neurologic, and neuromuscular etiologies are at play. As in other disease descriptions, a buzzing sensation represents the interaction of multiple pathways that have significant overlay with CP/CPPS. As such, we believe buzzing might represent a new symptom of CP/CPPS.
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Affiliation(s)
- Wayland J Wu
- Drexel University College of Medicine, Philadelphia, PA
| | - Jessica E Kreshover
- Arthur Smith Institute for Urology, North Shore - Long Island Jewish Health System, The Hofstra-North Shore LIJ School of Medicine, Lake Success, NY
| | - Robert Moldwin
- Arthur Smith Institute for Urology, North Shore - Long Island Jewish Health System, The Hofstra-North Shore LIJ School of Medicine, Lake Success, NY
| | - Louis R Kavoussi
- Arthur Smith Institute for Urology, North Shore - Long Island Jewish Health System, The Hofstra-North Shore LIJ School of Medicine, Lake Success, NY
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