Association between Levels of Loneliness, Laboratory Measurements, and Behavioral Aspects in a Primary Care Setting in Crete, Greece
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data Collection
2.2. University of California, Los Angeles (UCLA), Loneliness Scale (Version 3)
2.3. Cut-Offs for Laboratory Variables
2.4. Ethics
2.5. Statistical Analysis
3. Results
4. Discussion
Strengths and Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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n | % | ||
---|---|---|---|
Gender | male/female | 32/88 | 26.7/73.3 |
Age, years | mean ± stand. dev.(min, max) | 59.8 ± 9.5 [40, 75] | |
Family status | unmarried, divorced, widow | 39 | 32.5 |
married | 81 | 67.5 | |
Children | none | 17 | 14.2 |
1 | 11 | 9.2 | |
2+ | 92 | 76.6 | |
Education level | Primary school | 24 | 20.0 |
Junior high school | 13 | 10.8 | |
High school | 34 | 28.3 | |
Technical education | 19 | 15.9 | |
University/Technological School | 27 | 22.5 | |
MSc, PhD | 3 | 2.5 | |
Occupation | employed | 51 | 42.5 |
unemployed, retired | 69 | 57.5 |
n | % | ||
---|---|---|---|
Body Mass Index, kg/m2 | mean ± stand. dev.(min, max) | 26.0 ± 2.9 (18.6, 29.8) | |
normal | 41 | 34.2 | |
overweight | 79 | 65.8 | |
Smoking | yes | 36 | 30.0 |
Alcohol consumption, drinks per week | none | 84 | 70.0 |
1+ | 36 | 30.0 | |
Conditions, chronic diseases a | yes | 104 | 86.7 |
mental disorder | 45 | 37.5 | |
hyperlipidemia | 36 | 30.0 | |
diabetes mellitus | 34 | 28.3 | |
hypothyroidism | 21 | 17.5 | |
Routine contacts or meetings with friends during the last 6 months | mean number (median) [min, max] | 8 (6) [0, 25] | |
Personal sport/activity during the last year | yes | 49 | 40.8 |
Recent dramatic event in family during the last year | yes | 44 | 36.7 |
Mean | Stand. Dev. | Median | Min | Max | |
---|---|---|---|---|---|
University of California Los Angeles Loneliness Scale a | 41.0 | 10.1 | 39.5 | 21 | 69 |
absence or low sense of loneliness (<28.0) | n = 11 or 9.2% | ||||
moderate sense (28.0–43.0) | n = 63 or 52.5% | ||||
high sense (>43.0) | n = 46 or 38.3% | ||||
Blood glucose, mg/dL | 104.4 | 25.3 | 100.0 | 46 | 258 |
100+ or medication | n = 68 or 56.7% | ||||
Total cholesterol, mg/dL | 188.5 | 37.9 | 186.5 | 115 | 278 |
>200 or medication | n = 70 or 58.3% | ||||
Triglycerides, mg/dL | 110.3 | 58.6 | 97.0 | 39 | 319 |
>150 or medication | n = 46 or 38.3% | ||||
HDL-C, mg/dL | 59.5 | 18.4 | 56.0 | 26 | 144 |
<40/50 or medication | n = 24 or 20.0% | ||||
LDL-C, mg/dL | 108.0 | 29.9 | 107.4 | 47 | 186 |
>160 or medication | n = 40 or 33.3% | ||||
LDL-C: HDL-C index | 1.966 | 0.744 | 1.838 | 0.403 | 4.545 |
>2.517 | n = 31 or 25.8% | ||||
Fibrosis-4 index | 1.193 | 0.489 | 1.165 | 0.350 | 3.090 |
1.45+ | n = 28 or 23.3% | ||||
Creatinine Clearance (CrCl), mL/min/1.73 m2 | 77.4 | 21.8 | 74.0 | 31 | 167 |
<90 | n = 90 or 75.0% |
University of California Los Angeles Loneliness Scale (UCLA) (High Sense of Loneliness vs. Moderate/Low Sense) | |||
---|---|---|---|
1st Model | 2nd Model | 3rd Model | |
Odds Ratio (95%CI) [p-Value] | |||
Gender (female vs. male) | 0.77 (0.32, 1.85) [0.553] | 0.63 (0.20, 2.02) [0.440] | 0.87 (0.22, 3.42) [0.845] |
Age (for every 5 year change) | 1.09 (0.82, 1.46) [0.538] | 1.21 (0.85, 1.71) [0.301] | 1.31 (0.85, 2.03) [0.227] |
Family status (married vs. unmarried, divorced, widow) | 0.39 (0.17, 0.91) [0.030] | 0.38 (0.14, 1.07) [0.066] | 0.34 (0.10, 1.10) [0.071] |
Children (for each additional child) | 0.61 (0.34, 1.08) [0.088] | 0.66 (0.34, 1.27) [0.214] | 0.67 (0.31, 1.44) [0.302] |
Education (for each level of increase) | 0.94 (0.71, 1.26) [0.695] | 1.06 (0.75, 1.50) [0.731] | 1.12 (0.75, 1.68) [0.578] |
Occupation (unemployed, retired vs. employed) | 0.50 (0.19, 1.31) [0.156] | 0.36 (0.11, 1.17) [0.090] | 0.39 (0.11, 1.35) [0.136] |
Body Mass Index (overweight vs. normal) | 0.51 (0.19, 1.39) [0.186] | 0.47 (0.14, 1.60) [0.229] | |
Smoking (yes vs. no) | 1.35 (0.48, 3.77) [0.568] | 2.44 (0.77, 7.77) [0.130] | |
Alcohol consumption, drinks per week (yes vs. no) | 2.63 (0.85, 8.20) [0.095] | 5.55 (1.42, 21.63) [0.014] | |
Individual sport/activity during the last year (yes vs. no) | 0.29 (0.10, 0.84) [0.023] | 0.28 (0.09, 0.91) [0.034] | |
Recent dramatic event in family during the last year (yes vs. no) | 1.94 (0.73, 5.17) [0.185] | 2.58 (0.83, 8.02) [0.101] | |
Routine contacts or meetings with friends during the last 6 months (for each additional person) | 0.82 (0.73, 0.93) [0.001] | 0.76 (0.66, 0.88) [<0.001] | |
Mental disorder (yes vs. no) | 1.11 (0.42, 2.93) [0.826] | 1.41 (0.47, 4.22) [0.540] | |
Blood glucose (100+ vs. <100 mg/dL) | 1.04 (0.33, 3.26) [0.942] | ||
Total cholesterol (>200 vs. ≤200 mg/dL) | 0.45 (0.13, 1.58) [0.213] | ||
Triglycerides (>150 vs. ≤150 mg/dL) | 0.20 (0.05, 0.83) [0.026] | ||
LDL-C: HDL-C index (>2.517 vs. ≤2.517) | 4.50 (1.12, 18.13) [0.035] | ||
Fibrosis-4 index (≥1.45 vs. <1.45) | 1.19 (0.32, 4.38) [0.791] | ||
Creatinine Clearance (<90 vs. ≥90) | 0.83 (0.21, 3.30) [0.787] | ||
R2 Negelkerke | 0.146 | 0.380 | 0.507 |
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Volkos, P.; Linardakis, M.; Stachteas, P.; Anastasiou, F.; Tatsioni, A.; Kampa, M.; Symvoulakis, E.K. Association between Levels of Loneliness, Laboratory Measurements, and Behavioral Aspects in a Primary Care Setting in Crete, Greece. Eur. J. Investig. Health Psychol. Educ. 2024, 14, 1055-1067. https://doi.org/10.3390/ejihpe14040069
Volkos P, Linardakis M, Stachteas P, Anastasiou F, Tatsioni A, Kampa M, Symvoulakis EK. Association between Levels of Loneliness, Laboratory Measurements, and Behavioral Aspects in a Primary Care Setting in Crete, Greece. European Journal of Investigation in Health, Psychology and Education. 2024; 14(4):1055-1067. https://doi.org/10.3390/ejihpe14040069
Chicago/Turabian StyleVolkos, Panagiotis, Manolis Linardakis, Panagiotis Stachteas, Foteini Anastasiou, Athina Tatsioni, Marilena Kampa, and Emmanouil K. Symvoulakis. 2024. "Association between Levels of Loneliness, Laboratory Measurements, and Behavioral Aspects in a Primary Care Setting in Crete, Greece" European Journal of Investigation in Health, Psychology and Education 14, no. 4: 1055-1067. https://doi.org/10.3390/ejihpe14040069