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Study of Users’ Data Volume as Function of Quality of Experience for Churn PredictionHemanth Kumar, Ravuri January 2016 (has links)
Customer churn has always been a problem to be addressed by the telecommunication service providers. So far, work done in this regard was based on analyzing historical data of the customers by using different data mining techniques. Investigations based on individual user behavior with a motive of churn prediction are expected to give an idea about the user’s point view towards churn. Data volumes/data usage of the users is seen as parameter to assess the satisfaction of the users with the service. The subjective and objective behavior of the mobile phone users has been captured by collecting data about the data volumes/data usage for both Wi-Fi and mobile services along with their ratings of Quality of Experience (QoE). The Experience Sampling Method has been deployed to collect the user data. Android tool was used to collect weekly data volumes of the users. A questionnaire was prepared with questions regarding quality, annoyance and churn risk of the users. The questionnaire was used to collect the weekly opinions of the users on the service. A total of 22 users participated in the study, of which 3 persons churned to other service provider during the study. The data collected in the study was analyzed using averages, correlations and decision trees. Comparisons were made between Wi-Fi and mobile services, churners and non-churners/active users. A 2-fold churn prediction model was proposed based on conclusions of the study.
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An analysis of the relationship between mood states, sense of self, flow and personal constructs in anorexia nervosa participantsScicluna, Helen January 2001 (has links)
Public view removed at the authors request. 16/07/2006 / The daily experience of anorexia nervosa sufferers has not previously been studied and yet it is fundamental to understanding anorexia nervosa. This study examined and compared the daily experiences of anorexia nervosa patients and control participants in terms of sense of self, mood states and flow states. Flow is characterised by undivided concentration and interest in an activity for intrinsic benefits. Flow is not always desirable, as some ways of experiencing it may be harmful to the individual and society. Anorexia nervosa participants were recruited from hospitals and private practices of clinicians specialising in the treatment of anorexia nervosa. Exclusion criteria included male gender, chronic anorexia nervosa, drug abuse, and current participation in an inpatient program. Anorexia nervosa participants completed a series of questionnaires at baseline, 3-6 month follow-up and 7-12 month follow-up (stage one, two and three respectively). The questionnaires were designed to measure the severity of their eating disorder. Anorexia nervosa and control group participants completed Experience Sampling Forms (ESF) and a Repertory Grid at baseline and 3-6 months. The ESFs were completed each time a pager was activated. The pager was activated seven times a day, for four days at random times between 8.00am and 10.00pm. The pager signals were a minimum of two hours apart. The Repertory Grid consisted of 23 constructs and 13 elements provided to the participant. Thirty-one anorexia nervosa sufferers and thirty-two control participants completed stage one and eighteen anorexia nervosa sufferers and twenty-seven control group participants completed stage two of the study. Eighteen anorexia nervosa sufferers completed stage three of the study. Control participants were not required to participate in stage three. There was no difference in the severity of anorexia nervosa between completers and drop-outs The analysis of the ESFs at stage one indicated that the anorexia nervosa group participants did not spend more time alone at home or more time alone in any situation than the control group. For both groups, being alone had a negative influence on mood state, but had no effect on sense of self. The anorexia nervosa group felt lonelier and less sociable than the control group. The mood state and sense of self for the anorexia nervosa group was significantly lower over all the ESFs when compared to the control group. They were also more self-critical, experienced higher levels of guilt, were less able to live up to their own expectations, and were less satisfied with their performance in the activity they were doing. The anorexia nervosa group experienced less flow states than the control group at stage one. There was an improvement in mood state, sense of self and self-criticism for the anorexia nervosa group when they were in a flow state compared to when they were not in a flow state. There was an improvement in mood state, sense of self, guilt and self-criticism for the control group when they experienced flow, however these differences were not significant. The anorexia nervosa group had a more positive mood state and sense of self at stage two when compared to stage one. Correspondingly, there was a trend towards a reduced severity of the disorder indicated by a significant improvement on some of the psychological tests (EAT, REDS, BDI, DT). There was also a significant improvement in BMI. However, there was a significant decline in the amount of flow of anorexia nervosa participants experienced at stage two when compared to stage one. This result may be attributed to the significant decline in the response rate on ESFs in the second stage of the study for both the anorexia nervosa and control groups. Anorexia nervosa non-responders at stage two reported more severe symptoms of anorexia nervosa than anorexia nervosa responders, although this was a trend and reached significance only on minor indicators of eating disorder severity. The identification of a factor that predicted severity over a six-month period was not possible. The repertory grid analysis showed that the construct system of the anorexia nervosa participants was tighter and less complex than that of the control group. The anorexia nervosa group construed themselves as dissimilar from the way they would like to be in any context. The control group construed themselves as similar to the way they would like to be when they were alone, but as dissimilar from the way they would like to be when they were with other people. While the most salient element for both the anorexia nervosa and control groups was 'alone at home', it appears that the controls use this time for goal-directed activities. In contrast, this time was dominated by fear of losing control for the anorexia nervosa group. Although there was a trend towards a decrease in the amount of variance accounted for by the first component for the anorexia nervosa group at stage two compared to stage one, the interpretation of this result was complicated by mixed result of the control group. The anorexia nervosa groups' daily experience of life was bleak when compared to the daily experience of the control group, except for periods when the anorexia nervosa participants experienced a flow state. DeVries (1992) has documented the success of therapeutic interventions that involve the identification and replication of activities that resulted in a flow state. This investigation suggests that a similar result may be possible in the treatment of anorexia nervosa.
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Emotional Reactions to Music : Prevalence and Contributing FactorsLiljeström, Simon January 2011 (has links)
People value music mainly for its abilities to induce emotions. Yet little is known about these experiences. The aim of this thesis was thus to investigate the nature and prevalence of emotional reactions to music, and what factors in the listener, the music, and the situation might contribute to such reactions. Study I explored the prevalence of musical emotions and possible factors influencing such experiences through the use of a questionnaire sent out to a random and nationally representative sample. The results indicated that a majority of the responders frequently reacted emotionally to music, and that their reactions included both basic and complex emotions. Prevalence correlated with personality, gender, age, and music education. Study II was designed to obtain a representative sample of situations where music induced emotions in listeners. The results showed that emotional reactions to music occurred in 24% of all episodes, and that the prevalence of specific emotions varied depending on the situation (e.g., other people present). However, causal inferences could not be drawn from Study I and II, so it was considered important to test predictions in a more controlled setting. Study III showed in an experiment that listeners experienced more intense emotions (a) to self-chosen music than to randomly selected music and (b) when listening with a close friend or partner than when listening alone. Moreover, Openness to experience correlated with emotion intensity. All three factors were linked to positive emotions. Overall, the thesis shows that (a) musical emotions are relatively common, (b) music can induce a variety of emotions, and (c) there are several features in the listener, the music, and the situation that may influence emotional reactions to music.
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An analysis of the relationship between mood states, sense of self, flow and personal constructs in anorexia nervosa participantsScicluna, Helen January 2001 (has links)
Public view removed at the authors request. 16/07/2006 / The daily experience of anorexia nervosa sufferers has not previously been studied and yet it is fundamental to understanding anorexia nervosa. This study examined and compared the daily experiences of anorexia nervosa patients and control participants in terms of sense of self, mood states and flow states. Flow is characterised by undivided concentration and interest in an activity for intrinsic benefits. Flow is not always desirable, as some ways of experiencing it may be harmful to the individual and society. Anorexia nervosa participants were recruited from hospitals and private practices of clinicians specialising in the treatment of anorexia nervosa. Exclusion criteria included male gender, chronic anorexia nervosa, drug abuse, and current participation in an inpatient program. Anorexia nervosa participants completed a series of questionnaires at baseline, 3-6 month follow-up and 7-12 month follow-up (stage one, two and three respectively). The questionnaires were designed to measure the severity of their eating disorder. Anorexia nervosa and control group participants completed Experience Sampling Forms (ESF) and a Repertory Grid at baseline and 3-6 months. The ESFs were completed each time a pager was activated. The pager was activated seven times a day, for four days at random times between 8.00am and 10.00pm. The pager signals were a minimum of two hours apart. The Repertory Grid consisted of 23 constructs and 13 elements provided to the participant. Thirty-one anorexia nervosa sufferers and thirty-two control participants completed stage one and eighteen anorexia nervosa sufferers and twenty-seven control group participants completed stage two of the study. Eighteen anorexia nervosa sufferers completed stage three of the study. Control participants were not required to participate in stage three. There was no difference in the severity of anorexia nervosa between completers and drop-outs The analysis of the ESFs at stage one indicated that the anorexia nervosa group participants did not spend more time alone at home or more time alone in any situation than the control group. For both groups, being alone had a negative influence on mood state, but had no effect on sense of self. The anorexia nervosa group felt lonelier and less sociable than the control group. The mood state and sense of self for the anorexia nervosa group was significantly lower over all the ESFs when compared to the control group. They were also more self-critical, experienced higher levels of guilt, were less able to live up to their own expectations, and were less satisfied with their performance in the activity they were doing. The anorexia nervosa group experienced less flow states than the control group at stage one. There was an improvement in mood state, sense of self and self-criticism for the anorexia nervosa group when they were in a flow state compared to when they were not in a flow state. There was an improvement in mood state, sense of self, guilt and self-criticism for the control group when they experienced flow, however these differences were not significant. The anorexia nervosa group had a more positive mood state and sense of self at stage two when compared to stage one. Correspondingly, there was a trend towards a reduced severity of the disorder indicated by a significant improvement on some of the psychological tests (EAT, REDS, BDI, DT). There was also a significant improvement in BMI. However, there was a significant decline in the amount of flow of anorexia nervosa participants experienced at stage two when compared to stage one. This result may be attributed to the significant decline in the response rate on ESFs in the second stage of the study for both the anorexia nervosa and control groups. Anorexia nervosa non-responders at stage two reported more severe symptoms of anorexia nervosa than anorexia nervosa responders, although this was a trend and reached significance only on minor indicators of eating disorder severity. The identification of a factor that predicted severity over a six-month period was not possible. The repertory grid analysis showed that the construct system of the anorexia nervosa participants was tighter and less complex than that of the control group. The anorexia nervosa group construed themselves as dissimilar from the way they would like to be in any context. The control group construed themselves as similar to the way they would like to be when they were alone, but as dissimilar from the way they would like to be when they were with other people. While the most salient element for both the anorexia nervosa and control groups was 'alone at home', it appears that the controls use this time for goal-directed activities. In contrast, this time was dominated by fear of losing control for the anorexia nervosa group. Although there was a trend towards a decrease in the amount of variance accounted for by the first component for the anorexia nervosa group at stage two compared to stage one, the interpretation of this result was complicated by mixed result of the control group. The anorexia nervosa groups' daily experience of life was bleak when compared to the daily experience of the control group, except for periods when the anorexia nervosa participants experienced a flow state. DeVries (1992) has documented the success of therapeutic interventions that involve the identification and replication of activities that resulted in a flow state. This investigation suggests that a similar result may be possible in the treatment of anorexia nervosa.
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大專生獨處狀態及其與身心健康之關係陳靜怡, Chen, Ching-i Unknown Date (has links)
本研究旨在探討不同背景變項的大專生之獨處狀態及其與身心健康之關係。採用經驗採樣法以自我報告的方式針對國內80位大專生進行為期一星期的生活紀錄,研究者每天以手機傳簡訊3-4次,受試者在接到簡訊後立即在「獨處生活紀錄」小冊子上填答當時的狀態,並以「獨處生活紀錄」小冊子及「研究同意書」、「個人基本資料」、「一般健康量表」、「時間表」編製成「大專生獨處狀態研究問卷」以及「研究回饋單」為研究工具。調查所得資料以描述統計、獨立樣本t考驗、相依樣本t考驗、皮爾森積差相關顯著性考驗、曲線相關顯著性考驗、一元二次曲線迴歸、多元線性逐步迴歸等統計方法進行處理。研究主要發現如下:
一、大專生獨處與非獨處(與他人在一起)時之主觀經驗及動機上有差異。
二、不同性別、年齡的大專生在獨處狀態(時間比例、主觀經驗、類型、動機)上沒有差異。
三、不同獨處動機的大專生在獨處狀態(時間比例、主觀經驗、類型)上有差異。
(一)獨處動機愈高的大專生獨處的時間比例愈長。
(二)獨處動機愈高的大專生獨處的主觀經驗愈正向
(三)獨處動機愈高的大專生處於「隱匿的」獨處類型比例愈高;獨處動機愈低的大專生處於「問題解決」、「寂寞的」、「自我發現的」獨處類比例愈高。
四、大專生不同的獨處類型比例與獨處狀態(時間比例、主觀經驗)有關係。
五、大專生獨處時間比例與一般身心健康呈曲線相關。
六、獨處狀態各變項對於大專生之身心健康具有預測效果。
另外,在研究方法上,由於本研究是國內首次運用連續自我報告一星期的經驗採樣法做為資料收集的方法,因此本研究將針對此一研究方法做進一步分析與探討。最後根據本研究的發現與討論,提出對大專生、學校及輔導人員以及未來相關研究之建議。
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Die Erfassung des Flow-ErlebensRheinberg, Falko, Vollmeyer, Regina, Engeser, Stefan January 2003 (has links)
Ausgehend von einer Charakterisierung des Flow-Erlebens als gaenzliches Aufgehen in einem glatt laufenden Taetigkeitsvollzug, den man trotz hoher Beanspruchung noch unter Kontrolle hat, wird auf die Erfassung dieser Motivationskomponente eingegangen. Dargestellt und diskutiert werden Vor- und Nachteile der bisherigen qualitativen (Interviews) und quantitativen Flow-Erfassung (Experience Sampling Method (ESM)) . Ausfuehrlicher wird eine "Flow-Kurzskala" (FKS) beschrieben, die mit zehn Items alle qualitativ verschiedenen Komponenten des Flow-Erlebens oekonomisch und reliabel erfasst. Sie liefert einen Gesamtwert sowie Werte fuer zwei Subskalen (glatter automatisierter Verlauf sowie Absorbiertheit). Daneben erfassen drei zusaetzliche Items die Besorgnis in der aktuellen Situation. Berichtet werden Vergleichskennwerte aus punktuellen Messungen und ESM-Studien. Die hoechsten Werte fuer Flow und Besorgnis wurden bislang bei Graffiti-Sprayern gefunden. Bei einer intellektuell herausfordernden Aufgabe (Postkorbuebung) sind die FKS-Werte mit der Hoffnung-auf-Erfolg-Komponente des Leistungsmotivs korreliert. Furcht-vor-Misserfolg korreliert dagegen mit dem Besorgniswert der FKS. Flow waehrend der Bearbeitung von Uebungsaufgaben fuer Statistik lieferte einen signifikanten Beitrag zur Vorhersage der nachfolgenden Klausurleistung. Dieser Beitrag blieb erhalten, auch wenn Faehigkeitsmasse kontrolliert wurden. (Buch/A.G. - ZPID)
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An Examination of Arousal States in Novice Whitewater Kayakers During a Weekend Instructional ExperienceDahlstrom, Erik A. 29 July 2008 (has links)
No description available.
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Impact du cancer de la prostate sur la vie quotidienne du couple âgéPetit, Sylvie 03 December 2009 (has links)
Les recherches récentes menées sur le cancer s’accordent sur le fait que l’âge serait un des principaux facteurs de risque (Tubiana, 2002). C’est notamment le cas du cancer de la prostate, la plupart des cas étant constatés entre 60 et 90 ans (âge moyen de détection : 73 ans). Les personnes âgées se trouvent alors confrontées à différentes problématiques afférentes à la vieillesse, dont le cancer fait partie. Faire face à cette maladie n’est pas le seul défi du patient âgé, le cancer perturbant sa vie au niveau de tout son environnement affectif et social. Nous nous intéressons dans cette thèse à connaître l’impact psychologique du cancer de la prostate sur la vie quotidienne des patients âgés et de leurs épouses. Nous présentons les résultats menés auprès de 96 patients atteints du cancer de la prostate et de leur conjointe recrutés sur deux centres régionaux de lutte contre le cancer. Nous mettrons en place une nouvelle méthodologie : la méthode écologique d’échantillonnage des expériences qui se déroule sur 3 cycles d’évaluations durant 4 jours (en début de traitement, en milieu de traitement et en fin de traitement). Cette méthode nous permet d’établir les liens entre variables (/heure, /jour, /sujet, entre sujets et au sein du couple), et d’observer et de comparer l’ajustement des patients et de leur conjointe suivant différents âges (Swendsen, 1997 ; Czikszentmihalyi, 1984). Nos résultats mettent en évidence trois points essentiels : Tout d’abord il s’agit de distinguer les différences de ressentis et de stratégies de coping selon l’âge des couples pris en charge. Ensuite, le second point important de cette recherche est la notion d’inter individualité. Cette étude discrimine tout à fait les attitudes et les émotions que peuvent vivre au quotidien les patients des épouses. Enfin, le troisième point concerne le temps de la prise en charge. Il existe une réelle progression des ressentis et de l’ajustement psychologique des couples tout au long du traitement. Cette étude permet d’affiner nos connaissances sur le couple âgé confronté à la maladie et, plus spécifiquement, sur son ajustement émotionnel et sa qualité de vie lorsqu’il lui faut faire face au cancer de la prostate. Cette recherche est financée par la Ligue Nationale de Lutte Contre le Cancer, France. / Recent research consistently indicates that age is a major risk factor for cancer (Tubiana, 2002). Such is the case of prostate cancer, which is typically detected between the ages of 60 and 90 (average age of detection: 73 years). Coping with the physical effects of cancer is not the only challenge for elderly patients; cancer may also affect patient’s emotional and social lives as well. The current study presents results of an experience sampling study on the psychological impact of prostate cancer on the daily lives of elderly patients and their wives. We present data on 96 patients with prostate cancer and their spouse who were recruited from two Regional Center for the Fight Against Cancer in Bordeaux, France. Participants completed 3 daily assessments for 4 days (at the beginning of treatment, in the middle of treatment and at the end of treatment). The methodology has a number of advantages, including that it allows us to establish the relationship between variables (coping, quality of life, anxiety and depression), between subjects, and within the couple. The methodology also allows us to observe and compare the adjustment of patients and their partner following different ages (Swendsen, 1997, Czikszentmihalyi, 1984). Our results schowing three key points: First, we distinguiging the differences of feeling and coping strategies by spouses’age. The second point concern the concept of interindividual. This study discriminate behavior and emotions in everyday life of couples. The third important point concerns time management. There is an increased in feeling and psychosocial adjustement on the treatment. This study will help us to refine our knowledge and understanding of emotional adjustment and quality of life of patients with prostate cancer and their spouses. We will thus be able to realize the importance of taking into account the couple and not just patients in psychological interventions. This research is being funded by the National League for the Fight against Cancer, France.
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Cognitive ageing in everyday life / Vie quotidienne et risque cognitif chez les personnes âgéesSchweitzer, Pierre 12 December 2017 (has links)
Les objectifs de cette thèse sont multiples: 1. concevoir un nouvel outil d'échantillonnage des expériences utilisant les technologies mobiles, qui soit durable et évolutif, et qui permette d'implémenter des tests cognitifs mobiles; 2. utiliser cet outil pour obtenir des informations écologiques sur les comportements et les performances cognitives; 3. valider la méthode; 4. analyser les interactions entre comportement et performance afin d'identifier les comportements sains ou à risque. / This thesis has several objectives: 1. design a new experience sampling tool that is durable and evolutive, and allows to implement mobile cognitive tests; 2. use this tool to obtain ecological information on behaviors and cognitive performance; 3. validate the method; 4. analyze the relationships between behavior and performance to identify which behaviors are healthy or risky.
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An experience sampling study of hotel employees' subjective well-being: The job demands-resources approachXiaolin Shi (8797526) 05 May 2020 (has links)
<div>To capture the dynamic nature of frontline employees’ subjective well-being (SWB) and turnover intention in the hotel industry, this study used Affective Events Theory (Weiss & Cropanzano, 1996) and the unfolding model of employee voluntary turnover (Lee & Mitchell, 1994) to argue the short-term variability in SWB and turnover intention. Using the job demandsresources model (JD-R model) as the framework, this study examined the role of daily job</div><div>demands (challenge stressors, hindrance stressors, and emotional dissonance) and the role of daily job resources (supervisor support, coworker support, and job autonomy). Given that hotel employees work with different supervisors and co-workers and face various guest situations during each shift, these employees may face high work stress and workload. Furthermore, employees in this industry are often requested to perform non-routine tasks. Therefore, their work is highly associated with high job demands and resource variability. Moreover, the study results stress the importance of the moderating role of day-level job resources and the multilevel moderating effects of employees’ individual levels of resilience and self-efficacy. </div><div>The design of the study employed an experience sampling method. Participants were employees who are in guest-facing positions from food & beverage and front office departments in full-service or luxury hotels in the United States. Sixty-five participants completed a one-time baseline survey and a daily diary study twice per day for at least five working days, resulting in a total of 416 day-level observations. The data structure is day nested within each person. The multi-level data was analyzed by using multilevel linear modeling. </div><div>In summary, this study shows that SWB and turnover intention may not always be stable phenomena among hotel employees due to the daily influences of job demands and job resources. In addition, both personal resources and daily job resources were found to mitigate the negative daily influences of job demands. This study helps managers to better understand employees’ feelings on a daily basis and apply strategies for daily management of employee SWB and turnover intention.</div>
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