The Interaction Between Culture, Health and Psychological Well-Being: Data Mining from the Italian Culture and Well-Being Project

被引:85
作者
Grossi, Enzo [1 ]
Blessi, Giorgio Tavano [2 ,3 ]
Sacco, Pier Luigi [2 ]
Buscema, Massimo [4 ]
机构
[1] Bracco Med Dept, I-20097 Milan, Italy
[2] IULM Univ, Milan, Italy
[3] Free Univ, Bolzano, Italy
[4] Semeion Res Ctr, Rome, Italy
关键词
Health; Well-being; Disease prevention; Culture; QUALITY-OF-LIFE; MENTAL-HEALTH; IMPACT; COMORBIDITY; SAMPLE;
D O I
10.1007/s10902-011-9254-x
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
The purpose of this study is to understand the impact of health status and cultural participation upon psychological well-being, with special attention to the interaction between patterns of cultural access and other factors known to affect psychological well-being. Data for this report were collected from a sample of 1,500 Italian citizens. A multi-step random sampling method was adopted to draw a large representative sample from the Italian population. Subjects underwent a standard questionnaire for psychological well-being [the Italian short form of the Psychological General Well Being Index (PGWBI)], and a questionnaire related to the frequency of participation to 15 different kinds of cultural activities during the previous year. The results show that, among the various potential factors considered, cultural access unexpectedly rankes as the second most important determinant of psychological well-being, immediately after the absence or presence of diseases, and outperforming factors such as job, age, income, civil status, education, place of living and other important factors. According to a semantic map generated by a powerful data mining algorithm, it turns out that different factors (among which cultural access and health status in particular) may be viewed as concurrent elements of a complex multi-causal scheme that seems to play a primary role in determining psychological distress or well-being. In particular, distress seems to be tightly connected with: living in the Southern part of Italy, average income level, living in semi-urban and urban areas, age group 46-60, presence of more than two concomitant diseases and a low level of cultural access. Well being, on the other hand, is tightly connected with: male gender, high cultural access, and absence of diseases. Some of these associations are confirmed by Principal Component Analysis.
引用
收藏
页码:129 / 148
页数:20
相关论文
共 25 条
[1]  
Buscema M., 2007, SQUASHING THEORY CON
[2]   Auto-Contractive Maps: An Artificial Adaptive System for Data Mining. An Application to Alzheimer Disease [J].
Buscema, Massimo ;
Grossi, Enzo ;
Snowdon, Dave ;
Antuono, Piero .
CURRENT ALZHEIMER RESEARCH, 2008, 5 (05) :481-vii
[3]   The semantic connectivity map: an adapting self-organising knowledge discovery method in data bases. Experience in gastro-oesophageal reflux disease [J].
Buscema, Massimo ;
Grossi, Enzo .
INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, 2008, 2 (04) :362-404
[4]  
Bygren L.O., 2009, Arts and Health, V1, P64, DOI [DOI 10.1080/17533010802528058, 10.1080/17533010802528058]
[5]  
Cohen G., 2009, ARTS HEALTH, V1, P48, DOI [DOI 10.1080/17533010802528033, https://doi.org/10.1080/17533010802528033]
[6]   The impact of professionally conducted cultural programs on the physical health, mental health, and social functioning of older adults [J].
Cohen, Gene D. ;
Perlstein, Susan ;
Chapline, Jeff ;
Kelly, Jeanne ;
Firth, Kimberly M. ;
Simmens, Samuel .
GERONTOLOGIST, 2006, 46 (06) :726-734
[7]   The impact of participation in performing arts on adolescent health and behaviour - A systematic review of the literature [J].
Daykin, Norma ;
Orme, Judy ;
Evans, David ;
Salmon, Debra ;
Mceachran, Malcolm ;
Brain, Sarah .
JOURNAL OF HEALTH PSYCHOLOGY, 2008, 13 (02) :251-264
[8]  
Dupuy HJ, 1990, Assessment of quality of life in clinical trials of cardiovascular therapies, P170
[9]   Development and validation of the short version of the Psychological General Well-Being Index (PGWB-S) [J].
Grossi, Enzo ;
Groth, Nicola ;
Mosconi, Paola ;
Cerutti, Renata ;
Pace, Fabio ;
Compare, Angelo ;
Apolone, Giovanni .
HEALTH AND QUALITY OF LIFE OUTCOMES, 2006, 4 (1)
[10]   Evaluating the impact of participatory art projects for people with mental health needs [J].
Hacking, Sue ;
Secker, Jenny ;
Spandler, Helen ;
Kent, Lyn ;
Shenton, Jo .
HEALTH & SOCIAL CARE IN THE COMMUNITY, 2008, 16 (06) :638-648