Obesity, Knowledge, and Perceived Risk: Insights from the ObeCare Project Across Italian Territorial Pharmacies
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design and Setting
2.2. Participants
2.3. Survey Instrument
2.4. Variables and Indicators
2.4.1. Demographic and Clinical Variables
2.4.2. Questionnaire Domains
- (a)
- Obesity-related knowledge was evaluated using 7 items (Q1, Q2, Q4–Q8) covering topics such as obesity prevalence in Italy, risk factors, and the definition of BMI. Correct answers were scored as 1 and incorrect answers as 0. The total score was rescaled to a 1–5 scale using a standard linear transformation ;
- (b)
- Risk perception: perceived health risks associated with obesity were assessed using 6 items (Q3, Q9–Q13) and rated on a 5-point Likert scale. The average score across items was calculated, with higher values indicating a greater perception of obesity-related health risks;
- (c)
- Lifestyle behaviors were assessed through 9 items (Q14–Q22), also rated on a 5-point Likert scale. Items addressed diet, physical activity, sleep quality, stress management, and health check-up frequency. The mean score was used as a composite indicator of overall lifestyle quality.
2.5. Statistical Analysis
3. Results
3.1. Survey Responses and Participants’ Characteristics
3.2. BMI
3.3. Obesity Knowledge and Perception
3.4. Models
3.4.1. Overweight Compared to Normal Weight
3.4.2. Obese Compared to Normal Weight
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| POKQ | Portuguese Obesity Knowledge Questionnaire |
| HPLP | Health Promoting Lifestyle Profile |
| BMI | Body Mass Index |
| WHO | World Health Organization |
| IQR | Interquartile Range |
| OR | Odds Ratio |
| CI | Confidence Interval |
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| Overall | Normal Weight | Overweight | Obese | p-Value | |
|---|---|---|---|---|---|
| 347 (41.76) | 286 (34.42) | 198 (23.83) | |||
| Sex | |||||
| Male | 325 (39.11) | 91 (28) | 149 (45.85) | 85 (26.15) | <0.0001 |
| Female | 498 (59.93) | 252 (50.6) | 134 (26.91) | 112 (22.49) | |
| Prefer not to specify | 8 (0.96) | 4 (50) | 3 (37.5) | 1 (12.5) | - |
| Age, median (q1–q3) | 48 (35–61) | 40 (33–55) | 52 (36–64) | 56 (43–65) | <0.0001 |
| Employment Status | |||||
| Self-employed | 132 (15.88) | 48 (36.36) | 49 (37.12) | 35 (26.52) | <0.0001 |
| Employed (physically active) | 251 (30.2) | 148 (58.96) | 71 (28.29) | 32 (12.75) | |
| Employed (sedentary) | 191 (22.98) | 75 (39.27) | 65 (34.03) | 51 (26.7) | |
| Unemployed | 34 (4.09) | 9 (26.47) | 14 (41.18) | 11 (32.35) | |
| Retired | 141 (16.97) | 34 (24.11) | 61 (43.26) | 46 (32.62) | |
| Student | 43 (5.17) | 23 (53.49) | 11 (25.58) | 9 (20.93) | |
| Other | 39 (4.69) | 10 (25.64) | 15 (38.46) | 14 (35.9) | |
| Region | |||||
| Nielsen Area 1 | 149 (17.93) | 57 (38.26) | 53 (35.57) | 39 (26.17) | <0.0001 |
| Nielsen Area 2 | 121 (14.56) | 68 (56.2) | 37 (30.58) | 16 (13.22) | |
| Nielsen Area 3 | 136 (16.37) | 57 (41.91) | 60 (44.12) | 19 (13.97) | |
| Nielsen Area 4 | 425 (51.14) | 165 (38.82) | 136 (32) | 124 (29.18) | |
| Medical Conditions | |||||
| No medical condition | 382 (45.97) | 219 (57.33) | 133 (34.82) | 30 (7.85) | <0.0001 |
| Diabetes | 82 (9.87) | 12 (14.63) | 27 (32.93) | 43 (52.44) | <0.0001 |
| Hypertension | 179 (21.54) | 27 (15.08) | 70 (39.11) | 82 (45.81) | <0.0001 |
| Cardiovascular diseases | 71 (8.54) | 15 (21.13) | 29 (40.85) | 27 (38.03) | 0.0004 |
| Chronic respiratory diseases | 31 (3.73) | 6 (19.35) | 12 (38.71) | 13 (41.94) | 0.0144 |
| Thyroid disorders | 106 (12.76) | 45 (42.45) | 33 (31.13) | 28 (26.42) | 0.6919 |
| Gastrointestinal diseases | 78 (9.39) | 23 (29.49) | 29 (37.18) | 26 (33.33) | 0.0376 |
| Rheumatic diseases | 37 (4.45) | 9 (24.32) | 12 (32.43) | 16 (43.24) | 0.0112 |
| Autoimmune diseases | 25 (3.01) | 13 (52) | 6 (24) | 6 (24) | 0.4818 |
| Obesity | 74 (8.9) | 2 (2.70) | 8 (10.81) | 64 (86.49) | <0.0001 |
| Oncological diseases | 15 (1.81) | 4 (26.67) | 5 (33.33) | 6 (40) | 0.2843 |
| Depression or anxiety disorders | 50 (6.02) | 22 (44) | 12 (24) | 16 (32) | 0.1986 |
| Chronic kidney diseases | 5 (0.6) | 1 (20) | 2 (40) | 2 (40) | - |
| No response | 14 (1.68) | 8 (57.14) | 4 (28.57) | 2 (14.29) | - |
| Lifestyle | |||||
| Low | 26 (3.13) | 5 (19.23) | 10 (38.46) | 11 (42.31) | <0.0001 |
| Medium-low | 297 (35.74) | 84 (28.28) | 106 (35.69) | 107 (36.03) | |
| Medium-high | 413 (49.7) | 201 (48.67) | 141 (34.14) | 71 (17.19) | |
| High | 95 (11.43) | 57 (60) | 29 (30.53) | 9 (9.47) |
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Ferro Russo, F.; Faccitondo, F.; Grieco, V.; Leopardi, E.; Agrimi, S.; Rossi, G.M.; Cantarutti, A.; Canova, B.; Boracchini, R.; Levantino, P. Obesity, Knowledge, and Perceived Risk: Insights from the ObeCare Project Across Italian Territorial Pharmacies. Healthcare 2025, 13, 2793. https://doi.org/10.3390/healthcare13212793
Ferro Russo F, Faccitondo F, Grieco V, Leopardi E, Agrimi S, Rossi GM, Cantarutti A, Canova B, Boracchini R, Levantino P. Obesity, Knowledge, and Perceived Risk: Insights from the ObeCare Project Across Italian Territorial Pharmacies. Healthcare. 2025; 13(21):2793. https://doi.org/10.3390/healthcare13212793
Chicago/Turabian StyleFerro Russo, Francesco, Federica Faccitondo, Vladimiro Grieco, Eugenio Leopardi, Stefania Agrimi, Gian Maria Rossi, Anna Cantarutti, Benedetta Canova, Riccardo Boracchini, and Paolo Levantino. 2025. "Obesity, Knowledge, and Perceived Risk: Insights from the ObeCare Project Across Italian Territorial Pharmacies" Healthcare 13, no. 21: 2793. https://doi.org/10.3390/healthcare13212793
APA StyleFerro Russo, F., Faccitondo, F., Grieco, V., Leopardi, E., Agrimi, S., Rossi, G. M., Cantarutti, A., Canova, B., Boracchini, R., & Levantino, P. (2025). Obesity, Knowledge, and Perceived Risk: Insights from the ObeCare Project Across Italian Territorial Pharmacies. Healthcare, 13(21), 2793. https://doi.org/10.3390/healthcare13212793

