Relationship between Depression and Physical Activity Frequency in Spanish People with Low, Medium, and High Pain Levels
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Instruments
2.3. Sample
2.4. Variables Extracted from the European Health Survey in Spain
2.4.1. Outcome Variables
- Yes.
- No.
- Don’t Know or Don’t Answer (DK/DA).
- A.
- Little interest or joy in doing things.
- B.
- Feeling down, depressed or hopeless.
- C.
- Trouble falling asleep, staying asleep or sleeping too much.
- D.
- Feeling tired or having little joy.
- E.
- Poor appetite or eating too much.
- F.
- Feeling bad about yourself, feeling that you are a failure or that you have let yourself or your family down.
- G.
- Trouble concentrating on something, such as reading the newspaper or watching television.
- H.
- Moving or talking so slowly that others may have noticed. Or the opposite: being so restless or agitated that you have been moving around more than usual.
- None (less than 5 points).
- Mild (5 to 9 points).
- Moderate to Severe (more than 10 points).
- Major depression: if participants had five or more symptoms, including anhedonia and feeling depressed, with a frequency of more than half of the days.
- Other depression: if participants had between two and four symptoms, including anhedonia or feeling depressed, with a frequency of more than half of the days, or none (less than two symptoms).
- Yes: participants with major or other depression.
- No: participants without major and other depression.
2.4.2. Independent, Predictor, and Covariate Variables
- Underweight (BMI < 18.5).
- Normal (BMI ≥ 18.5 and <25).
- Overweight (BMI ≥ 25 and <30).
- Obesity (BMI ≥ 30).
- I do not exercise. I spend my free time almost sedentary (“Inactive”).
- I do some occasional physical activity or sport (“Occasionally”).
- I do physical activity several times a month (“Frequently”).
- I do sports or physical training several times a week (“Very Frequently”).
- None: those who responded “None”.
- Low: those who responded, “Very Mild” or “Mild”.
- Medium: those who responded “Moderate”.
- Hight: those who responded “Severe” or “Very severe”.
- Yes, I smoke daily (“Smokers”).
- I do not currently smoke, but I have smoked before (“ExSmokers”).
- I do smoke, but not daily (“Occasionally smokers”).
- I do not smoke and have never smoked regularly (“Non-Smokers”).
- Between 3 and 8: poor social support (“Poor”).
- Between 9 and 11: moderate social support (“Moderate”).
- Between 12 and 14: high social support (“Hight”).
2.5. Statistical Analysis
3. Results
3.1. Sample Characterisation
3.2. Depression Variables According to Physical Activity Frequency in Leisure Time in People with Low Pain
3.3. Depression Variables According to Physical Activity Frequency in Leisure Time in People with Medium Pain
3.4. Depression Variables According to Physical Activity Frequency in Leisure Time in People with High Pain
3.5. Regression Analysis for Self-Reported Depression and PHQ-8 Depression Status
4. Discussion
4.1. Summary of Main Findings
4.1.1. Sex and Depression
4.1.2. Physical Activity in Leisure Time and Depression
4.1.3. Relationship between Depression and Sociodemographic, Clinical, and Lifestyle Variables
4.2. Practical Implications
4.3. Limitations and Future Lines of Research
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Machado, M.O.; Veronese, N.; Sanches, M.; Stubbs, B.; Koyanagi, A.; Thompson, T.; Tzoulaki, I.; Solmi, M.; Vancampfort, D.; Schuch, F.B.; et al. The Association of Depression and All-Cause and Cause-Specific Mortality: An Umbrella Review of Systematic Reviews and Meta-Analyses. BMC Med. 2018, 16, 112. [Google Scholar] [CrossRef] [PubMed]
- König, H.; König, H.-H.; Konnopka, A. The Excess Costs of Depression: A Systematic Review and Meta-Analysis. Epidemiol. Psychiatr. Sci. 2020, 29, e30. [Google Scholar] [CrossRef] [PubMed]
- Greenberg, P.; Chitnis, A.; Louie, D.; Suthoff, E.; Chen, S.-Y.; Maitland, J.; Gagnon-Sanschagrin, P.; Fournier, A.-A.; Kessler, R.C. The Economic Burden of Adults with Major Depressive Disorder in the United States (2019). Adv. Ther. 2023, 40, 4460–4479. [Google Scholar] [CrossRef]
- Wang, J.; Wu, X.; Lai, W.; Long, E.; Zhang, X.; Li, W.; Zhu, Y.; Chen, C.; Zhong, X.; Liu, Z.; et al. Prevalence of Depression and Depressive Symptoms among Outpatients: A Systematic Review and Meta-Analysis. BMJ Open 2017, 7, e017173. [Google Scholar] [CrossRef] [PubMed]
- World Health Organization. Depressive Disorder (Depression) Key Facts 2023. Available online: https://www.who.int/news-room/fact-sheets/detail/depression (accessed on 1 July 2024).
- Raja, S.N.; Carr, D.B.; Cohen, M.; Finnerup, N.B.; Flor, H.; Gibson, S.; Keefe, F.J.; Mogil, J.S.; Ringkamp, M.; Sluka, K.A.; et al. The Revised International Association for the Study of Pain Definition of Pain: Concepts, Challenges, and Compromises. Pain 2020, 161, 1976–1982. [Google Scholar] [CrossRef] [PubMed]
- Armstrong, S.A.; Herr, M.J. Physiology, Nociception. In StatPearls; StatPearls Publishing: Treasure Island, FL, USA, 2024. [Google Scholar]
- Noetel, M.; Sanders, T.; Gallardo-Gómez, D.; Taylor, P.; Del Pozo Cruz, B.; Van Den Hoek, D.; Smith, J.J.; Mahoney, J.; Spathis, J.; Moresi, M.; et al. Effect of Exercise for Depression: Systematic Review and Network Meta-Analysis of Randomised Controlled Trials. BMJ 2024, 384, e075847. [Google Scholar] [CrossRef] [PubMed]
- Wegner, M.; Amatriain-Fernández, S.; Kaulitzky, A.; Murillo-Rodriguez, E.; Machado, S.; Budde, H. Systematic Review of Meta-Analyses: Exercise Effects on Depression in Children and Adolescents. Front. Psychiatry 2020, 11, 81. [Google Scholar] [CrossRef] [PubMed]
- Zhang, Y.; Li, G.; Liu, C.; Guan, J.; Zhang, Y.; Shi, Z. Comparing the Efficacy of Different Types of Exercise for the Treatment and Prevention of Depression in Youths: A Systematic Review and Network Meta-Analysis. Front. Psychiatry 2023, 14, 1199510. [Google Scholar] [CrossRef]
- Belvederi Murri, M.; Ekkekakis, P.; Magagnoli, M.; Zampogna, D.; Cattedra, S.; Capobianco, L.; Serafini, G.; Calcagno, P.; Zanetidou, S.; Amore, M. Physical Exercise in Major Depression: Reducing the Mortality Gap While Improving Clinical Outcomes. Front. Psychiatry 2019, 9, 762. [Google Scholar] [CrossRef] [PubMed]
- Bull, F.C.; Al-Ansari, S.S.; Biddle, S.; Borodulin, K.; Buman, M.P.; Cardon, G.; Carty, C.; Chaput, J.-P.; Chastin, S.; Chou, R.; et al. World Health Organization 2020 Guidelines on Physical Activity and Sedentary Behaviour. Br. J. Sports Med. 2020, 54, 1451–1462. [Google Scholar] [CrossRef]
- National Institute for Health and Care Excellence. Depression in Adults: Treatment and Management 2022. Available online: https://www.nice.org.uk/guidance/ng222 (accessed on 1 July 2024).
- American Psychiatric Association. Practice Guideline for the Treatment of Patients with Major Depressive Disorder. Third Edition 2010. Available online: https://psychiatryonline.org/pb/assets/raw/sitewide/practice_guidelines/guidelines/mdd.pdf (accessed on 1 July 2024).
- De la Corte-Rodriguez, H.; Roman-Belmonte, J.M.; Resino-Luis, C.; Madrid-Gonzalez, J.; Rodriguez-Merchan, E.C. The Role of Physical Exercise in Chronic Musculoskeletal Pain: Best Medicine—A Narrative Review. Healthcare 2024, 12, 242. [Google Scholar] [CrossRef] [PubMed]
- Comachio, J.; Ferreira, M.L.; Mork, P.J.; Holtermann, A.; Ho, E.K.-Y.; Wang, D.X.M.; Lan, Q.; Stamatakis, E.; Beckenkamp, P.R.; Ferreira, P.H. Clinical Guidelines Are Silent on the Recommendation of Physical Activity and Exercise Therapy for Low Back Pain: A Systematic Review. J. Sci. Med. Sport 2024, 27, 257–265. [Google Scholar] [CrossRef] [PubMed]
- Zhou, T.; Salman, D.; McGregor, A.H. Recent Clinical Practice Guidelines for the Management of Low Back Pain: A Global Comparison. BMC Musculoskelet. Disord. 2024, 25, 344. [Google Scholar] [CrossRef] [PubMed]
- COVID-19 Pandemic Triggers 25% Increase in Prevalence of Anxiety and Depression Worldwide. Available online: https://www.who.int/news/item/02-03-2022-covid-19-pandemic-triggers-25-increase-in-prevalence-of-anxiety-and-depression-worldwide (accessed on 28 July 2024).
- Chen, L.; Ashton-James, C.E.; Shi, B.; Radojčić, M.R.; Anderson, D.B.; Chen, Y.; Preen, D.B.; Hopper, J.L.; Li, S.; Bui, M.; et al. Variability in the Prevalence of Depression among Adults with Chronic Pain: UK Biobank Analysis through Clinical Prediction Models. BMC Med. 2024, 22, 167. [Google Scholar] [CrossRef] [PubMed]
- Gómez-Gómez, I.; Benítez, I.; Bellón, J.; Moreno-Peral, P.; Oliván-Blázquez, B.; Clavería, A.; Zabaleta-del-Olmo, E.; Llobera, J.; Serrano-Ripoll, M.J.; Tamayo-Morales, O.; et al. Utility of PHQ-2, PHQ-8 and PHQ-9 for Detecting Major Depression in Primary Health Care: A Validation Study in Spain. Psychol. Med. 2023, 53, 5625–5635. [Google Scholar] [CrossRef]
- Instituto Nacional de Estadística. Clasificación Nacional de Ocupaciones. CNO-11 2010. Available online: https://www.ine.es/dyngs/INEbase/es/operacion.htm?c=Estadistica_C&cid=1254736177033&idp=1254735976614 (accessed on 1 July 2024).
- Kocalevent, R.-D.; Berg, L.; Beutel, M.E.; Hinz, A.; Zenger, M.; Härter, M.; Nater, U.; Brähler, E. Social Support in the General Population: Standardization of the Oslo Social Support Scale (OSSS-3). BMC Psychol. 2018, 6, 31. [Google Scholar] [CrossRef] [PubMed]
- Shi, P.; Yang, A.; Zhao, Q.; Chen, Z.; Ren, X.; Dai, Q. A Hypothesis of Gender Differences in Self-Reporting Symptom of Depression: Implications to Solve Under-Diagnosis and Under-Treatment of Depression in Males. Front. Psychiatry 2021, 12, 589687. [Google Scholar] [CrossRef] [PubMed]
- Kuehner, C. Why Is Depression More Common among Women than among Men? Lancet Psychiatry 2017, 4, 146–158. [Google Scholar] [CrossRef] [PubMed]
- Vanasse, A.; Courteau, M.; Courteau, J.; Carrier, N. Chronic Pain and Depression: A Complex Epidemiological Picture. In Mental Health and Pain: Somatic and Psychiatric Components of Pain in Mental Health; Marchand, S., Saravane, D., Gaumond, I., Eds.; Springer: Paris, France, 2014; pp. 81–97. ISBN 978-2-8178-0414-9. [Google Scholar]
- Christofaro, D.G.D.; Tebar, W.R.; da Silva, G.C.R.; Oliveira, M.D.; Cucato, G.G.; Botero, J.P.; Correia, M.A.; Ritti-Dias, R.M.; Lofrano-Prado, M.C.; Prado, W.L. Depressive Symptoms Associated With Musculoskeletal Pain in Inactive Adults During COVID-19 Quarantine. Pain Manag. Nurs. Off. J. Am. Soc. Pain Manag. Nurses 2022, 23, 38–42. [Google Scholar] [CrossRef]
- Bélair, M.-A.; Kohen, D.E.; Kingsbury, M.; Colman, I. Relationship between Leisure Time Physical Activity, Sedentary Behaviour and Symptoms of Depression and Anxiety: Evidence from a Population-Based Sample of Canadian Adolescents. BMJ Open 2018, 8, e021119. [Google Scholar] [CrossRef]
- Schuch, F.; Vancampfort, D.; Firth, J.; Rosenbaum, S.; Ward, P.; Reichert, T.; Bagatini, N.C.; Bgeginski, R.; Stubbs, B. Physical Activity and Sedentary Behavior in People with Major Depressive Disorder: A Systematic Review and Meta-Analysis. J. Affect. Disord. 2017, 210, 139–150. [Google Scholar] [CrossRef] [PubMed]
- Görgülü, E.; Bieber, M.; Engeroff, T.; Zabel, K.; Etyemez, S.; Prvulovic, D.; Reif, A.; Oertel, V. Physical Activity, Physical Self-Perception and Depression Symptoms in Patients with Major Depressive Disorder: A Mediation Analysis. Eur. Arch. Psychiatry Clin. Neurosci. 2021, 271, 1205–1215. [Google Scholar] [CrossRef] [PubMed]
- Ogliari, G.; Ryg, J.; Andersen-Ranberg, K.; Scheel-Hincke, L.L.; Collins, J.T.; Cowley, A.; Di Lorito, C.; Booth, V.; Smit, R.A.J.; Akyea, R.K.; et al. Association between Pain Intensity and Depressive Symptoms in Community-Dwelling Adults: Longitudinal Findings from the Survey of Health, Ageing and Retirement in Europe (SHARE). Eur. Geriatr. Med. 2023, 14, 1111–1124. [Google Scholar] [CrossRef]
- Kelleher, C.; Hickey, A.; Conroy, R.; Doyle, F. Does Pain Mediate or Moderate the Relationship between Physical Activity and Depressive Symptoms in Older People? Findings from The Irish Longitudinal Study on Ageing (TILDA). Health Psychol. Behav. Med. 2014, 2, 785–797. [Google Scholar] [CrossRef] [PubMed]
- Bonilla-Jaime, H.; Sánchez-Salcedo, J.A.; Estevez-Cabrera, M.M.; Molina-Jiménez, T.; Cortes-Altamirano, J.L.; Alfaro-Rodríguez, A. Depression and Pain: Use of Antidepressants. Curr. Neuropharmacol. 2022, 20, 384–402. [Google Scholar] [CrossRef] [PubMed]
- Zhou, D.-H.R.; Kwok, H.L. Navigating the Landscape of Mental Health: Post-Pandemic Era and Beyond. Asia Pac. J. Couns. Psychother. 2023, 14, 83–85. [Google Scholar] [CrossRef]
- Kruisdijk, F.; Deenik, J.; Tenback, D.; Tak, E.; Beekman, A.-J.; Van Harten, P.; Hopman-Rock, M.; Hendriksen, I. Accelerometer-Measured Sedentary Behaviour and Physical Activity of Inpatients with Severe Mental Illness. Psychiatry Res. 2017, 254, 67–74. [Google Scholar] [CrossRef]
- Huijnen, I.P.J.; Verbunt, J.A.; Peters, M.L.; Delespaul, P.; Kindermans, H.P.J.; Roelofs, J.; Goossens, M.; Seelen, H.A.M. Do Depression and Pain Intensity Interfere with Physical Activity in Daily Life in Patients with Chronic Low Back Pain? Pain 2010, 150, 161–166. [Google Scholar] [CrossRef]
- Skinner, A.M.; Rowlands, A.V.; Vlachopoulos, D.; Barker, A.R.; Janz, K.F.; Moore, S.A. The Influence of Accelerometer Epoch Length on Associations of Physical Activity Intensity and Volume with Bone Outcomes. J. Sports Sci. Med. 2023, 22, 117–132. [Google Scholar] [CrossRef]
Overall = 13,686 | Men = 5274 | Women = 8412 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Variables | Median | IQR | Median | IQR | Median | IQR | X2 | df | pU | V or φ | |
Age | 60 | 19 | 59 | 19 | 60 | 20 | - | - | <0.001 | - | |
OSSS-3 sum | 12 | 2 | 12 | 2 | 12 | 2 | - | - | 0.001 | - | |
OSSS-3 level | Poor | 624 | 4.70% | 252 | 4.90% | 372 | 4.50% | 6.5 | 2 | 0.039 | 0.022 |
Moderate | 4630 | 34.70% | 1834 | 35.80% | 2796 * | 34.00% | |||||
Strong | 8074 | 60.60% | 3030 | 59.20% | 5044 * | 61.40% | |||||
Pain level | Low | 6707 | 49.00% | 2959 | 56.10% | 3748 *** | 44.60% | 199.3 | 2 | <0.001 | 0.121 |
Moderate | 4499 | 32.90% | 1592 | 30.20% | 2907 *** | 34.60% | |||||
High | 2480 | 18.10% | 723 | 13.70% | 1757 *** | 20.90% | |||||
Self-reported depression | Yes | 2707 | 19.80% | 687 | 13.00% | 2020 *** | 24.00% | 246.8 | 1 | <0.001 | 0.134 |
No | 10965 | 80.20% | 4582 | 87.00% | 6383 *** | 74.60% | |||||
PHQ-8 depression status | Yes | 1806 | 13.30% | 500 | 9.50% | 1306 *** | 15.60% | 103.8 | 1 | <0.001 | 0.087 |
No | 11782 | 86.70% | 4738 | 90.50% | 7044 *** | 84.40% | |||||
PHQ-8 depression symptoms | None | 9895 | 72.80% | 4167 | 79.60% | 5278 *** | 68.60% | 201.7 | 2 | <0.001 | 0.122 |
Mild | 2259 | 16.60% | 692 | 13.20% | 1567 *** | 18.80% | |||||
Moderate to Severe | 1434 | 10.60% | 379 | 7.20% | 1055 *** | 12.60% | |||||
PHQ-8 depression types | Major | 861 | 6.30% | 230 | 4.40% | 631 *** | 7.60% | 104.4 | 2 | <0.001 | 0.088 |
Other Depression | 945 | 7.00% | 270 | 5.20% | 675 *** | 8.10% | |||||
None | 11782 | 86.70% | 4738 | 90.50% | 7044 *** | 84.40% | |||||
PAF | Never | 5566 | 40.70% | 1997 | 37.90% | 3569 *** | 42.40% | 40.5 | 3 | <0.001 | 0.054 |
Occasionally | 5783 | 42.30% | 2264 | 42.90% | 3519 | 41.80% | |||||
Frequently | 1075 | 7.90% | 471 | 8.90% | 604 *** | 7.20% | |||||
Very Frequently | 1262 | 9.20% | 542 | 10.30% | 720 ** | 8.60% | |||||
BMI_Group | Underweight | 167 | 1.30% | 33 | 0.60% | 134 *** | 1.70% | 308.9 | 3 | <0.001 | 0.154 |
Normal | 4584 | 35.10% | 1393 | 27.10% | 3191 *** | 40.30% | |||||
Overweight | 5302 | 40.60% | 2484 | 48.40% | 2818 *** | 35.60% | |||||
Obesity | 2992 | 22.90% | 1222 | 23.80% | 1770 | 22.40% | |||||
Smoking Status | Smokers | 2818 | 20.60% | 1335 | 25.30% | 1483 *** | 17.60% | 1172.9 | 3 | <0.001 | 0.293 |
Ex Smokers | 4082 | 29.80% | 2251 | 42.70% | 1831 *** | 21.80% | |||||
Occasional Smokers | 231 | 1.70% | 118 | 2.20% | 113 *** | 1.30% | |||||
Non-Smokers | 6550 | 47.90% | 1568 | 29.70% | 4982 *** | 59.20% | |||||
Social_Class | I | 1275 | 9.60% | 526 | 10.10% | 749 | 9.30% | 94.6 | 5 | <0.001 | 0.084 |
II | 969 | 7.30% | 350 | 6.70% | 619 * | 7.70% | |||||
III | 2542 | 19.20% | 926 | 17.70% | 1616 ** | 20.10% | |||||
IV | 1995 | 15.00% | 907 | 17.40% | 1088 ** | 13.50% | |||||
V | 4478 | 33.70% | 1854 | 35.50% | 2624 *** | 32.60% | |||||
VI | 2015 | 15.20% | 654 | 12.50% | 1361 *** | 16.90% |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Denche-Zamorano, Á.; Salas-Gómez, D.; Parraca, J.A.; Tomas-Carus, P.; Adsuar, J.C.; Barrios-Fernandez, S. Relationship between Depression and Physical Activity Frequency in Spanish People with Low, Medium, and High Pain Levels. J. Pers. Med. 2024, 14, 855. https://doi.org/10.3390/jpm14080855
Denche-Zamorano Á, Salas-Gómez D, Parraca JA, Tomas-Carus P, Adsuar JC, Barrios-Fernandez S. Relationship between Depression and Physical Activity Frequency in Spanish People with Low, Medium, and High Pain Levels. Journal of Personalized Medicine. 2024; 14(8):855. https://doi.org/10.3390/jpm14080855
Chicago/Turabian StyleDenche-Zamorano, Ángel, Diana Salas-Gómez, Jose A. Parraca, Pablo Tomas-Carus, José Carmelo Adsuar, and Sabina Barrios-Fernandez. 2024. "Relationship between Depression and Physical Activity Frequency in Spanish People with Low, Medium, and High Pain Levels" Journal of Personalized Medicine 14, no. 8: 855. https://doi.org/10.3390/jpm14080855
APA StyleDenche-Zamorano, Á., Salas-Gómez, D., Parraca, J. A., Tomas-Carus, P., Adsuar, J. C., & Barrios-Fernandez, S. (2024). Relationship between Depression and Physical Activity Frequency in Spanish People with Low, Medium, and High Pain Levels. Journal of Personalized Medicine, 14(8), 855. https://doi.org/10.3390/jpm14080855