Pain Catastrophizing in Older Adults with Chronic Pain: The Mediator Effect of Mood Using a Path Analysis Approach
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Population
2.2. Measurements
2.2.1. Sociodemographic Data
2.2.2. Chronic Pain
2.2.3. Pain Intensity
2.2.4. Pain Catastrophizing
2.2.5. Mood (Anxiety and Depression)
2.2.6. Insomnia
2.2.7. Lifestyle Factors
2.2.8. Alcohol Consumption
2.2.9. Weight Status
2.2.10. Comorbidity
2.3. Statistical Analysis
3. Results
3.1. Direct Effects on Pain Catastrophizing
3.2. Indirect Effects on Pain Catastrophizing
3.3. Direct Effects on Anxiety
3.4. Direct Effects on Depression
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Characteristic | N (%) |
---|---|
Age, mean (SD) | 76.2 (7.4) |
Sex | |
Men | 1085 (38.9) |
Women | 1705 (61.1) |
Married | |
Yes | 1557 (55.8) |
No | 1233 (44.2) |
University education | |
Yes | 1213 (44.9) |
No | 1488 (55.1) |
Smoking | |
Current smokers | 226 (8.5) |
Ex-smokers | 1041(38.9) |
Never smokers | 1406 (52.6.) |
BMI | |
Low/Normal weight (<25) | 1134 (43.1) |
Overweight | 1017(38.6) |
Obesity I | 387 (17.4) |
Obesity II and III (≥35) | 95 (3.6) |
Alcohol consumption | |
Low | 1703 (62.0) |
High | 161 (5.9) |
No | 881 (32.1) |
Number of comorbidities, median (IQR) | 2.0 (1.9-3.0) |
ANX, mean (SD) | 6.2 (4.6) |
DEP, mean (SD) | 5.5 (3.6) |
PNI, mean (SD) | 4.9 (2.0) |
ISI mean, (SD) | 10.2 (3.5) |
PCS, mean (SD) | 13.3 (7.4) |
Factor/Scale | ANX | DEP | PCS |
---|---|---|---|
Age (AGE) | <0.001 | <0.001 | ns |
Women (WOM) | <0.001 | 0.027 | 0.005 |
Married (MRD) | 0.041 | ns | ns |
University education (EDU) | ns | 0.005 | 0.037 |
Smoking (SMK) | 0.001 | <0.001 | <0.001 |
Body Mass Index (BMI) | 0.005 | 0.002 | 0.023 |
Alcohol consumption (ALC) | <0.001 | <0.001 | <0.001 |
Number of comorbidities (COM) | <0.001 | <0.001 | <0.001 |
95% C.I. | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
Estimate | Standardized Regression Coefficients Bstd. (2) | Lower | Upper | Std. Err | z-Value | p-Value | Std.lv (3) | R2 | ||
PCS ~ | 0.309 | |||||||||
WOM | 0.305 | 0.021 | −0.222 | 0.832 | 0.269 | 1.134 | 0.257 | 0.305 | ||
EDU | −0.493 | −0.035 | −1.001 | 0.015 | 0.259 | −1.903 | 0.057 | −0.493 | ||
CSM | 1.025 | 0.040 | 0.007 | 2.044 | 0.520 | 1.973 | 0.049 | 1.025 | ||
EXS | 0.599 | 0.041 | 0.060 | 1.137 | 0.275 | 2.180 | 0.029 | 0.599 | ||
OVW | 0.080 | 0.005 | −0.461 | 0.621 | 0.276 | 0.289 | 0.773 | 0.080 | ||
OBI | 0.090 | 0.004 | −0.708 | 0.888 | 0.407 | 0.220 | 0.826 | 0.090 | ||
OBS | 2.002 | 0.051 | 0.437 | 3.567 | 0.799 | 2.507 | 0.012 | 2.002 | ||
LAC | −1.134 | −0.077 | −1.754 | −0.515 | 0.316 | −3.589 | 0.000 | −1.134 | ||
HAC | −0.951 | −0.032 | −2.095 | 0.193 | 0.584 | −1.629 | 0.103 | −0.951 | ||
COM | 0.238 | 0.049 | 0.049 | 0.427 | 0.097 | 2.463 | 0.014 | 0.238 | ||
PNI | 0.857 | 0.234 | 0.706 | 1.009 | 0.077 | 11.092 | 0.000 | 0.857 | ||
ISI | 0.107 | 0.052 | 0.023 | 0.190 | 0.043 | 2.511 | 0.012 | 0.107 | ||
ANX | 0.491 | 0.324 | 0.427 | 0.555 | 0.033 | 15.014 | 0.000 | 0.491 | ||
DEP | 0.246 | 0.125 | 0.166 | 0.326 | 0.041 | 6.013 | 0.000 | 0.246 | ||
ANX~ | 0.163 | |||||||||
AGE | 0.046 | 0.073 | 0.018 | 0.074 | 0.014 | 3.199 | 0.001 | 0.046 | ||
WOM | 0.592 | 0.062 | 0.209 | 0.975 | 0.196 | 3.028 | 0.002 | 0.592 | ||
MRD | 0.113 | 0.012 | −0.268 | 0.493 | 0.194 | 0.580 | 0.562 | 0.113 | ||
CSM | 0.643 | 0.038 | −0.114 | 1.401 | 0.387 | 1.664 | 0.096 | 0.643 | ||
EXS | 0.060 | 0.006 | −0.329 | 0.449 | 0.198 | 0.303 | 0.762 | 0.060 | ||
OVW | −0.458 | −0.047 | −0.851 | −0.065 | 0.201 | −2.283 | 0.022 | −0.458 | ||
OBI | −0.323 | −0.025 | −0.889 | 0.242 | 0.288 | −1.121 | 0.262 | −0.323 | ||
OBS | 0.124 | 0.005 | −0.907 | 1.156 | 0.526 | 0.236 | 0.813 | 0.124 | ||
LAC | −0.773 | −0.079 | −1.198 | −0.348 | 0.217 | −3.562 | 0.000 | −0.773 | ||
HAC | 0.826 | 0.042 | −0.092 | 1.744 | 0.468 | 1.763 | 0.078 | 0.826 | ||
COM | 0.390 | 0.122 | 0.252 | 0.527 | 0.070 | 5.558 | 0.000 | 0.390 | ||
PNI | 0.397 | 0.165 | 0.293 | 0.502 | 0.053 | 7.462 | 0.000 | 0.397 | ||
ISI | 0.313 | 0.230 | 0.252 | 0.373 | 0.031 | 10.174 | 0.000 | 0.313 | ||
DEP~ | 0.171 | |||||||||
AGE | 0.082 | 0.169 | 0.061 | 0.103 | 0.011 | 7.751 | 0.000 | 0.082 | ||
WOM | 0.298 | 0.040 | 0.003 | 0.594 | 0.151 | 1.977 | 0.048 | 0.298 | ||
EDU | −0.392 | −0.054 | −0.677 | −0.108 | 0.145 | −2.704 | 0.007 | −0.392 | ||
CSM | 0.821 | 0.063 | 0.266 | 1.376 | 0.283 | 2.901 | 0.004 | 0.821 | ||
EXS | 0.226 | 0.030 | −0.072 | 0.523 | 0.152 | 1.486 | 0.137 | 0.226 | ||
OVW | −0.356 | −0.048 | −0.660 | −0.052 | 0.155 | −2.297 | 0.022 | −0.356 | ||
OBI | −0.091 | −0.009 | −0.525 | 0.344 | 0.222 | −0.408 | 0.683 | −0.091 | ||
OBS | 0.448 | 0.022 | −0.407 | 1.304 | 0.436 | 1.027 | 0.304 | 0.448 | ||
LAC | −0.759 | −0.101 | −1.097 | −0.422 | 0.172 | −4.405 | 0.000 | −0.759 | ||
HAC | 0.630 | 0.042 | −0.087 | 1.346 | 0.366 | 1.722 | 0.085 | 0.630 | ||
COM | 0.267 | 0.108 | 0.164 | 0.370 | 0.052 | 5.096 | 0.000 | 0.267 | ||
PNI | 0.172 | 0.092 | 0.094 | 0.250 | 0.040 | 4.324 | 0.000 | 0.172 | ||
ISI | 0.227 | 0.216 | 0.182 | 0.273 | 0.023 | 9.852 | 0.000 | 0.227 |
Factor/Scale | ANX | DEP | PCS |
---|---|---|---|
Age (AGE) | ↑ | ↑ | ns |
Women (WOM) | ↑ | ↑ | ns |
Married (MRD) | ns | ns | ns |
University education (EDU) | ns | ↓ | ns |
Current smokers (CSM) | ns | ↑ | ↑ |
Ex-smokers (EXS) | ns | ns | ↑ |
Overweight (OVW) | ↓ | ↓ | ns |
Obesity I (OBI) | ns | ns | ns |
Obesity II and III (OBS) | ns | ns | ↑ |
Low alcohol consumption (LAC) | ↓ | ↓ | ↓ |
High alcohol consumption (HAC) | ns | ns | ns |
Number of comorbidities (COM) | ↑ | ↑ | ↑ |
PNI | ↑ | ↑ | ↑ |
ISI | ↑ | ↑ | ↑ |
ANX | ↑ | ||
DEP | ↑ |
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Dong, H.-J.; Gerdle, B.; Bernfort, L.; Levin, L.-Å.; Dragioti, E. Pain Catastrophizing in Older Adults with Chronic Pain: The Mediator Effect of Mood Using a Path Analysis Approach. J. Clin. Med. 2020, 9, 2073. https://doi.org/10.3390/jcm9072073
Dong H-J, Gerdle B, Bernfort L, Levin L-Å, Dragioti E. Pain Catastrophizing in Older Adults with Chronic Pain: The Mediator Effect of Mood Using a Path Analysis Approach. Journal of Clinical Medicine. 2020; 9(7):2073. https://doi.org/10.3390/jcm9072073
Chicago/Turabian StyleDong, Huan-Ji, Björn Gerdle, Lars Bernfort, Lars-Åke Levin, and Elena Dragioti. 2020. "Pain Catastrophizing in Older Adults with Chronic Pain: The Mediator Effect of Mood Using a Path Analysis Approach" Journal of Clinical Medicine 9, no. 7: 2073. https://doi.org/10.3390/jcm9072073
APA StyleDong, H. -J., Gerdle, B., Bernfort, L., Levin, L. -Å., & Dragioti, E. (2020). Pain Catastrophizing in Older Adults with Chronic Pain: The Mediator Effect of Mood Using a Path Analysis Approach. Journal of Clinical Medicine, 9(7), 2073. https://doi.org/10.3390/jcm9072073