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Predicting Quality of Life Based on Early Maladaptive Schemas and Personality Traits in Women with Breast Cancer 基于早期适应不良图式和人格特征预测乳腺癌妇女的生活质量
Pub Date : 2021-07-01 DOI: 10.30483/RIJM.2021.254177.1029
Hoda Katebi, M. K. Golkar, Robabeh Ataeefar
Background and Aim: Cancer is one of the most common diseases in the world, and more than 30,000 Iranians die of cancer every year. This study aimed to predict the quality of life based on early maladaptive schemas and personality traits in women with breast cancer.Methods: The research method was descriptive-correlational. The statistical population of the study included all women with breast cancer, 240 women who were referred to Jam Hospital in Tehran in 2019, 144 people were selected by the available method. Data were obtained using the quality of life questionnaire, Young Schema Questionnaire (YSQ-SF), Personality Traits Questionnaire, and Early Ineffective Schema Questionnaire. Data were analyzed by Pearson correlation coefficient and linear regression using SPSS22 software.Results: The results showed that the quality of life has a predictive role based on early maladaptive schemas and personality traits in women with breast cancer (p <0.001). The results of the regression coefficient show that quality of life can predict agreeableness (Beta=0.38), social isolation/alienation (Beta=-0.26), distress (Beta=-0.22), pleasantness (Beta=0.26), and obedience (Beta=0.17).Conclusion: It can be concluded that the quality of life has a predictive role based on early maladaptive schemas and personality traits in women with breast cancer.
背景与目的:癌症是世界上最常见的疾病之一,每年有3万多伊朗人死于癌症。本研究旨在根据早期适应不良模式和人格特征预测癌症女性的生活质量。方法:采用描述性相关研究方法。该研究的统计人群包括所有患有癌症的女性,2019年转诊至德黑兰Jam医院的240名女性,通过现有方法选择的144人。采用生活质量问卷、青年图式问卷(YSQ-SF)、人格特征问卷和早期无效图式问卷。数据采用SPSS22软件进行Pearson相关系数和线性回归分析。结果:基于早期适应不良模式和人格特征,癌症妇女的生活质量具有预测作用(p<0.001),结论:根据癌症患者早期适应不良模式和个性特征,生活质量具有预测作用。
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引用次数: 0
The Effectiveness of Acceptance and Commitment Therapy on Depression, Anxiety, and Stress in Nulliparous Pregnant Women 接受承诺治疗对未产孕妇抑郁、焦虑和压力的影响
Pub Date : 2021-07-01 DOI: 10.30483/RIJM.2021.254197.1049
S. Hosseinian, F. Kashani, A. Peyman
Background: It is necessary to help pregnant women to solve pregnancy problems by identifying the factors affecting depression, anxiety, and stress. Objective: The aim of this study was to determine the effectiveness of acceptance and commitment therapy on depression, anxiety, and stress in nulliparous pregnant women.Methods: The research method was semi-experimental with a pretest-posttest design with a control group. The statistical population of this study included all pregnant women referred to hospitals in Tehran in 2019, among whom 34 eligible volunteers were selected by convenience sampling method and randomly assigned to two groups of acceptance and commitment and control group. The experimental group received acceptance and commitment therapy in 9 sessions of 120 minutes. Data were collected using a depression, anxiety, and stress questionnaire (Lovibond and Lovibond, 1995). Data were analyzed using repeated-measures ANOVA and SPSS.22 software. The significance level in this study was considered to be 0.05.Results: The results showed that acceptance and commitment therapy intervention significantly decreased depression (p <0.001), anxiety (p <0.001), and stress (p <0.001) in nulliparous pregnant women.Conclusion: It can be concluded that acceptance and commitment therapy was effective in reducing depression, anxiety, and stress in nulliparous pregnant women, and it can be used to improve the psychological problems of pregnant women.
背景:有必要通过识别影响抑郁、焦虑和压力的因素来帮助孕妇解决怀孕问题。目的:本研究旨在确定接受和承诺治疗对未产妇抑郁、焦虑和压力的有效性。方法:研究方法为半实验性,采用前测后测设计,对照组。本研究的统计人群包括2019年在德黑兰转诊到医院的所有孕妇,其中34名符合条件的志愿者通过方便抽样法选择,并随机分为接受和承诺两组和对照组。实验组接受和承诺治疗9次,每次120分钟。使用抑郁、焦虑和压力问卷收集数据(Lovibond和Lovibon德,1995)。使用重复测量方差分析和SPSS.22软件对数据进行分析。本研究的显著性水平为0.05。结果:接受和承诺治疗干预显著降低了未产妇的抑郁(p<0.001)、焦虑(p<001)和压力(p<0.01)。结论:接受承诺治疗能有效降低未产妇的抑郁、焦虑和压力,可用于改善孕妇的心理问题。
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引用次数: 1
The Effectiveness of Cognitive-Behavioral Intervention Based on Psychological Capitals on the Experience Avoidance and Suicidal ideations in Female Victims of Domestic Violence 基于心理资本的认知行为干预对女性家庭暴力受害者经历回避和自杀意念的影响
Pub Date : 2021-07-01 DOI: 10.30483/RIJM.2021.254198.1050
S. Galehgirian, E. Deyreh, Ali Pooladi Reyshahri, A. Ghamarani
AbstractIntroduction: Violence against women and girls is currently one of the most important and specific forms of violence against human rights.Objectives: The aim of this study was to determine the effectiveness of a cognitive-behavioral intervention based on psychological capital on experience avoidance and suicidal ideations in girls victims of domestic violence in Isfahan.Materials & Methods: The research design was quasi-experimental with a pretest-posttest design with a control group. The statistical population consisted of all girls’ victims of domestic violence in Isfahan who were referred to a Counseling Center in Isfahan in 2019. The sample consisted of 30 girls who were selected by purposive sampling method and randomly assigned to one experimental group (cognitive-behavioral intervention based on psychological capital) and a control group (each consisting of 15 people). The research tools included Beck Scale for Suicidal ideations (BSSI) and Acceptance and Action Questionnaire (AAQ-II). Data were analyzed by SPSS.22 software and univariate analysis of covariance. Results: The findings of this study showed that cognitive-behavioral intervention based on psychological capital was effective on experience avoidance (p <0.001) and suicidal ideation (p <0.001) in girls’ victims of domestic violence in Isfahan.Conclusion: It can be concluded that cognitive-behavioral therapy based on psychological capital is an effective treatment to reduce problems related to experience avoidance and suicidal thoughts of girls’ victims of domestic violence and can be used to improve psychological problems of girls’ victims of domestic violence.
摘要导读:针对妇女和女童的暴力是当前最重要、最具体的侵犯人权的暴力形式之一。目的:本研究的目的是确定基于心理资本的认知行为干预对伊斯法罕女孩家庭暴力受害者的经验回避和自杀意念的有效性。材料与方法:研究设计为准实验设计,采用前测后测设计,设对照组。统计人口包括2019年被转介到伊斯法罕咨询中心的伊斯法罕家庭暴力的所有女孩受害者。本研究采用有目的抽样法抽取30名女生,随机分为实验组(基于心理资本的认知行为干预)和对照组(各15人)。研究工具包括贝克自杀意念量表(BSSI)和接受与行动问卷(AAQ-II)。数据分析采用SPSS.22软件,单因素协方差分析。结果:本研究发现,基于心理资本的认知行为干预对伊斯法罕地区女童家庭暴力受害者的经验回避(p <0.001)和自杀意念(p <0.001)有显著影响。结论:基于心理资本的认知行为疗法能有效减少家庭暴力受害女童的经验回避和自杀念头问题,并可用于改善家庭暴力受害女童的心理问题。
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引用次数: 1
Relationship of Metacognitive Strategies and Attachment Styles with School Belonging among Secondary School Students in Zahedan, Iran 伊朗扎黑丹中学生元认知策略、依恋类型与学校归属感的关系
Pub Date : 2021-07-01 DOI: 10.30483/RIJM.2021.254166.1020
Hossein Maleki, Ighbal Zarei, Mosa Javdan, K. H. Alizadeh
Background and Purpose: After a childhood and following human beings to adolescence, changes have been achieved in him (or her), including the tendency of individuals to gain independence. The aim of this study was to investigate the relationship between metacognitive strategies and attachment styles with the sense of school belonging in high school students in Zahedan.Method: The present study was a correlational study; The statistical population of the present study was all high school students in Zahedan, and the sample consisted of 370 people who were selected by simple cluster-random sampling. The questionnaires that were considered to collect information from the sample group were: Barry et al.'s Feeling of Belonging Questionnaire (2004), O'Neill and Abedi Metacognitive State Questionnaire (1996), and Collins and Reid Attachment Questionnaire (1991). For the statistical analysis of data, the Pearson correlation coefficient and structural equation model (SEM) were used using Amos.22 and SPSS.22 software.Results: Results showed that metacognitive awareness (β=0.31, p <0.001), cognitive strategy (β=0.24, p=0.045), planning (β=0.23, p=0.003) and self-review (β=0.28, p <0.001) had positive effect on school belonging. Secure attachment style (β=0.17, p=0.021) has positive effect on school belonging. Avoidance attachment style (β=-0.27, p <0.001) and ambivalent attachment style (β=-0.23, p=0.003) had negative effect on school belonging.Conclusion: It can be concluded that metacognitive strategies components have a positive and direct effect on school belonging to school belonging. A secure attachment style has a positive effect on school belonging. Avoidance attachment style and ambivalent attachment style had a negative effect on school belonging.
背景和目的:在童年之后,跟随人类进入青春期,他(或她)已经实现了变化,包括个人获得独立的倾向。摘要本研究旨在探讨扎黑丹地区高中生的元认知策略、依恋类型与学校归属感的关系。方法:本研究为相关研究;本研究的统计人群为扎黑丹市的所有高中生,样本为370人,采用简单整群随机抽样的方法。被认为可以收集样本组信息的问卷有:Barry et al.的归属感问卷(2004)、O’neill and Abedi元认知状态问卷(1996)和Collins and Reid依恋问卷(1991)。数据的统计分析采用Pearson相关系数和结构方程模型(SEM),采用Amos.22和SPSS.22软件。结果:元认知意识(β=0.31, p <0.001)、认知策略(β=0.24, p=0.045)、计划(β=0.23, p=0.003)和自我复习(β=0.28, p <0.001)对学校归属感有正向影响。安全依恋类型对学校归属感有正向影响(β=0.17, p=0.021)。回避型依恋类型(β=-0.27, p <0.001)和矛盾型依恋类型(β=-0.23, p=0.003)对学校归属感有负向影响。结论:元认知策略成分对学校归属感有直接正向影响。安全依恋类型对学校归属感有正向影响。回避型依恋和矛盾型依恋对学校归属感有负向影响。
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引用次数: 0
Imatinib in Patients with Aggressive Fibromatosis and Pigmented Villonodular Synovitis: A Systematic Review 伊马替尼治疗侵袭性纤维瘤病和色素沉着绒毛结节性滑膜炎的系统评价
Pub Date : 2021-04-01 DOI: 10.30483/RIJM.2021.254210.1057
A. Arefpour, A. Izanloo, S. Sami, M. Mirkazemi, K. Jamshidi
Introduction: We undertook a systematic review of the literature to determine the efficacy and safety of Imatinib in the restriction of activity and effective treatment of patients with aggressive fibromatosis (AF) and pigmented villonodular synovitis (PVNS) and their recurrence. Method: We searched studies in the PubMed and Cochrane collaborative library at all levels from 2010 to April 2019. Two independent reviewers evaluated the articles according to the predefined criteria and extracted the related data. Primary outcomes associated with tumor size shrinkage, relapse and overall survival along with secondary outcomes such as pain, quality of life, and side effects were investigated. Results: 112 studies were evaluated out of which only 6 studies that covered original studies and case reports were entered into this systematic review. A total of 79subjects had participated in these six studies with an age range of 22 to 41 years old. In five studies, participants had a primary tumor and in one research they reported relapse. The recommended dose was 400 mg/day, which was usually continued for 4 to 12 months. The tumor size shrinkage and low side effects of drugs have been reported. Conclusion: According to the results, no systemic treatment for PVNS and AF has been approved so far, but many studies have demonstrated the efficacy of Imatinib in the treatment of these diseases. However, further studies are required for optimal treatment and combined therapies.
我们进行了一项系统的文献综述,以确定伊马替尼在限制活动和有效治疗侵袭性纤维瘤病(AF)和色素绒毛结节性滑膜炎(PVNS)及其复发患者中的有效性和安全性。方法:检索PubMed和Cochrane合作图书馆2010年至2019年4月的各级研究。两名独立审稿人根据预先设定的标准对文章进行评估,并提取相关数据。主要结局与肿瘤大小缩小、复发和总生存有关,次要结局如疼痛、生活质量和副作用进行了研究。结果:112项研究被评估,其中只有6项研究包括原始研究和病例报告被纳入本系统评价。6项研究共纳入79名受试者,年龄在22 ~ 41岁之间。在五项研究中,参与者有原发肿瘤,在一项研究中,他们报告复发。推荐剂量为400毫克/天,通常持续4至12个月。肿瘤缩小,药物副作用小,已被报道。结论:根据结果,目前尚未有全身性治疗PVNS和房颤的批准,但许多研究证明伊马替尼治疗这些疾病的疗效。然而,需要进一步研究最佳治疗和联合治疗。
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引用次数: 0
Biological Stress Indicators based on Perceived Stress mediated by Emotional Regulation among Patients with Gastrointestinal Cancer: A Structural Equation Modeling 基于感知应激的胃肠道肿瘤患者情绪调节的生物应激指标:结构方程模型
Pub Date : 2021-04-01 DOI: 10.30483/RIJM.2021.254162.1016
Saeed Hashemzadeh, Mahmoud Borjali, Peyman Hassani Abharian
Background: Cancer is a disorder in the rate of cell proliferation and differentiation that can occur in any tissue of the body and at any age, and attacking healthy tissues of the body causes severe disease and consequently death. Objective: The aim of this study was to analyze the structural equations of biological indicators of stress based on perceived stress mediated by emotional regulation in patients with gastrointestinal cancer. Methods: In terms of research method, this research is descriptive-correlational research of structural equation type. The statistical population of the present study included all patients with gastrointestinal cancer who were referred to Reza Medical Center-Mashhad and Ibn Sina Hospital-Tehran and were diagnosed with this disease based on the patient's file. The sample of this study included 250 people from the mentioned community, which was done using a non-random and available sampling method. Data in this study were obtained using the Perceived Stress Scale, Cognitive Emotion Regulation Questionnaire, and Biological Indicators of Stress. Data were analyzed by structural equation modeling and Pearson correlation using SPSS.22 and AMOS.22 software. Results: The results showed that perceived stress (β=-0.37, p <0.001) directly emotional regulation. Also, emotional regulation (β=0.54, p <0.001) had a direct effect on biological stress indices. Emotional regulation played a mediating role in the relationship between perceived stress and biological stress indices (RMSEA:0.001; AGFI:0.93). Conclusion: It can be concluded that the structural model of biological indicators of stress in patients with gastrointestinal cancer based on perceived stress mediated by emotional regulation has a good fit.
背景:癌症是一种细胞增殖和分化速度紊乱的疾病,可以发生在身体的任何组织和任何年龄,攻击身体的健康组织会导致严重的疾病,从而导致死亡。目的:分析情绪调节介导的胃肠道肿瘤患者应激生物学指标的结构方程。方法:在研究方法上,本研究为结构方程型描述相关研究。本研究的统计人群包括所有转介至马什哈德Reza医疗中心和德黑兰Ibn Sina医院并根据患者档案诊断为该疾病的胃肠道癌患者。本研究的样本包括来自上述社区的250人,采用非随机和可用的抽样方法。本研究的数据采用应激感知量表、认知情绪调节问卷和应激生物学指标。采用SPSS.22和AMOS.22软件对数据进行结构方程建模和Pearson相关分析。结果:结果显示,感知应激(β=-0.37, p <0.001)直接调节情绪。此外,情绪调节对生物应激指标有直接影响(β=0.54, p <0.001)。情绪调节在感知应激与生物应激指标的关系中起中介作用(RMSEA:0.001;AGFI: 0.93)。结论:基于感知应激介导情绪调节的胃肠道肿瘤患者应激生物学指标结构模型具有较好的拟合性。
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引用次数: 0
Teddy bear hospital, a pilot study in Mashhad, Iran 泰迪熊医院,伊朗马什哈德的一项试点研究
Pub Date : 2021-04-01 DOI: 10.30483/RIJM.2021.249760.0
H. Ashraf, Kosar Shabani Varaki, Seyyed Reza Moallem, Mohammad Mobin Miri Moghaddam, S. Jangjoo, Nima Emami, A. Izanloo
Teddy bear hospital is a public health project for children with an easy to apply experiential method. We performed this project in Mashhad, Iran as a pilot study to compare the feeling of preschool children when facing doctors and hospitals before and after the project. Medical students took part in conducting this project in Razavi hospital that included different sections. Pre/post design test, using picture questionnaires’ was performed. Data analysis showed significant improvement in children feeling when facing hospital but not significant about doctors. Notably more children could recognize commonly used medical instruments: stethoscope and otoscope after the project.
泰迪熊医院是一个面向儿童的公共卫生项目,采用了一种易于应用的体验方法。我们在伊朗马什哈德进行了这个项目,作为一项试点研究,以比较项目前后学龄前儿童面对医生和医院的感受。医学生参加了在拉扎维医院进行的这个项目,该项目包括不同的科室。使用图片问卷进行设计前/设计后测试。数据分析显示,儿童在面对医院时的感觉有了显著改善,但对医生的感觉没有显著改善。值得注意的是,项目结束后,更多的儿童能够识别常用的医疗器械:听诊器和耳镜。
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引用次数: 0
Comparison of the Effectiveness of Compassion-focused Therapy and Quality of Life Therapy on Self-Criticism and Psychopathological Symptoms in Patients with Major Depressive Disorder 同情为主治疗与生活质量治疗对重度抑郁症患者自我批评和心理病理症状的疗效比较
Pub Date : 2021-04-01 DOI: 10.30483/RIJM.2021.254147.1003
Fatemeh Pirjavid, Hassan Toozandejani, A. Zendehdel
Background: The main feature of Major Depression Disorder (MDD) is mood swings between sadness (from minor disappointment to extreme despair) for several days, weeks, months, or even years. This work tries to compare the effectiveness of compassion-focused therapy and quality of life-therapy on self-criticism and psychopathological symptoms in patients with MDD.Methodology: This work is a quasi-experimental study (pre-test, post-test, and follow-up test with a control group). The subjects include 45 MDD patients admitted in psychological advisory centers in Neyshabur, all of whom are selected by convenience sampling method and randomly divided into three groups: the compassion-focused therapy group, the quality of the life-therapy group, and the control group. The members of the CFT group and quality of life-therapy respectively received 8 and 10 therapy sessions, while the control group members were put on a waiting list. The research tools are as follows Self-Criticism Scale, Depression-Anxiety-Stress Scale (DASS-21), and Beck-Depression Inventory-II (BDI-II). The participants were tested before therapy intrusions, immediately after the sessions, and two-month after the ending session. Data were analyzed according to the variance analysis test by repetitive measurements and SPSS-24 Software.Results: The results show that both therapies are effective in reducing self-criticism (p < 0.001) and psychopathological symptoms (p < 0.001); however, this effect was significantly higher in the CFT group as compared to the quality of life-therapy group (p < 0.001).Conclusion: Given the biological and psychological infrastructure of MDD, using quality of life-therapy and self-compassion approaches (in addition to medication) can be effective in reducing MDD symptoms.
背景:严重抑郁症(MDD)的主要特征是情绪在几天、几周、几个月甚至几年的悲伤(从轻微的失望到极度的绝望)之间波动。这项工作试图比较以同情为中心的治疗和生活质量治疗对MDD患者自我批评和精神病理学症状的有效性。方法:这项工作是一项准实验研究(测试前、测试后和对照组的后续测试)。受试者包括奈沙布尔心理咨询中心收治的45名MDD患者,他们都是通过方便抽样法选择的,并随机分为三组:以同情为中心的治疗组、生活质量治疗组和对照组。CFT组和生活质量治疗组的成员分别接受了8次和10次治疗,而对照组成员则被列入了等待名单。研究工具有自我批评量表、抑郁-焦虑-压力量表(DAS-21)和贝克抑郁量表II(BDI-II)。参与者在治疗开始前、治疗结束后立即以及治疗结束后两个月接受测试。数据采用重复测量方差分析检验和SPSS-24软件进行分析。结果:两种治疗方法均能有效减少自我批评(p<0.001)和精神病理症状(p<0.01);然而,与生活质量治疗组相比,CFT组的这种效果显著更高(p<0.001)。结论:鉴于MDD的生物和心理基础设施,使用生活质量治疗和自我同情方法(除药物治疗外)可以有效减少MDD症状。
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引用次数: 1
Effectiveness of Acceptance and Commitment Therapy on Psychological Distress and Rumination among Colostomy Patients 接受与承诺治疗对结肠造口患者心理困扰与反刍的影响
Pub Date : 2021-04-01 DOI: 10.30483/RIJM.2021.254190.1042
Mahmoudreza Hashemvarzi, Ghodratollah Abbasi, S. Hosseini
Background and Aim: The most common conditions leading to a stoma (abdominal surgery) include colorectal bowel cancers and inflammatory diseases. This study aimed to determine the effectiveness of acceptance and commitment therapy (ACT) on psychological distress and rumination in colostomy patients. Methods: This study was a quasi-experimental study with pre-test, post-test, and follow-up with the control group. The statistical population of this study included colostomy patients referred to the psychosomatic ward of Imam Khomeini hospital in Sari in 2019, of which 50 were selected by convenience sampling method based on inclusion and exclusion criteria and were divided into experimental and control groups (each group consisted of 25 people). The experimental group was placed weekly in 8 sessions of 120 minutes. Data were collected using a demographic questionnaire, psychological distress scale (Kessler et al., 2002), and rumination response questionnaire (Nolen-Hoeksema and Marrow, 1993) and analyzed by covariance analysis SPSS.22 software. The significance level of the tests was 0.05. Results: The results of this study showed that acceptance and commitment therapy (ACT) was effective on psychological distress (p <0.001) and rumination (p <0.001) in colostomy patients. Conclusion: Considering the positive effect of acceptance and commitment therapy (ACT) on psychological distress and rumination of colostomy patients, it is recommended to use these capacities and training in planning mental health programs, especially in colostomy patients.
背景和目的:导致造口(腹部手术)的最常见疾病包括结直肠癌和炎症性疾病。本研究旨在确定接受和承诺疗法(ACT)对结肠造口患者心理困扰和沉思的有效性。方法:本研究是一项准实验研究,包括测试前、测试后和对照组的随访。本研究的统计人群包括2019年入住萨里伊玛目霍梅尼医院心身病房的结肠造口患者,其中50人是根据纳入和排除标准通过方便抽样法选择的,分为实验组和对照组(每组25人)。实验组每周一次,每次8次,每次120分钟。使用人口统计学问卷、心理困扰量表(Kessler et al.,2002)和沉思反应问卷(Nolen-Hoeksema和Marrow,1993)收集数据,并通过SPSS.22软件进行协方差分析。检验的显著性水平为0.05。结果:本研究的结果表明,接受和承诺治疗(ACT)对结肠造口患者的心理困扰(p<0.001)和沉思(p<0.000)有效。结论:考虑到接受和承诺治疗(ACT)对结肠造口患者的心理困扰和沉思的积极影响,建议在规划心理健康计划时使用这些能力和培训,尤其是对结肠造口病人。
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引用次数: 0
Analysis of Health tourist’s Behaviors Using Data Mining Method (International Tourists) 健康旅游者行为的数据挖掘分析(国际旅游者)
Pub Date : 2021-04-01 DOI: 10.30483/RIJM.2021.254173.1027
Masoumeh Sheikhhassan, M. Sadeghzadeh, M. Faghihi
Background and Objectives: Nowadays, attracting tourists and keeping them in a competitive environment, especially in the health tourist industry, has a high priority. Given the different behaviors of health tourists, analyzing their behavior is important.Methodology: This research is applied in terms of purpose and descriptive method. Data mining methods and powerful Python tools have been used to analyze the data. The combined method of clustering algorithm and communication rules have been used to identify the pattern of tourist behavior.Results: After analyzing the data, the motivation of foreign tourists to travel to Iran was determined and the selected destination was prioritized based on importance and according to the behaviors and different needs of health tourists, different travel packages were designed.Conclusion: By analyzing the behavior of tourists and clustering them according to the type of behavior in each cluster, it is possible to achieve strategies tailored to their needs and predict the future behavior of tourists through their past behavior and was informed of the threats, opportunities, strengths, weaknesses of the system.
背景和目的:如今,吸引游客并将其保持在竞争环境中,尤其是在健康旅游业,已成为当务之急。鉴于健康旅游者的不同行为,分析他们的行为很重要。方法论:本研究采用目的论和描述性方法。数据挖掘方法和强大的Python工具已被用于分析数据。将聚类算法和传播规则相结合的方法用于识别游客行为模式。结果:通过对数据的分析,确定了外国游客前往伊朗旅游的动机,并根据健康游客的行为和不同需求,根据重要性优先选择目的地,设计了不同的旅游套餐。结论:通过分析游客的行为,并根据每个集群中的行为类型对他们进行聚类,可以实现针对他们需求的策略,并通过他们过去的行为预测游客的未来行为,并了解系统的威胁、机会、优缺点。
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引用次数: 2
期刊
Razavi International Journal of Medicine
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