An Integrated Medical-Psychological Approach in the Routine Care of Patients with Type 2 Diabetes: A Pilot Study to Explore the Clinical and Economic Sustainability of the Healthcare Intervention
Abstract
:1. Introduction
1.1. Psychological Conditions and Stress as Modifiable Risk Factors
1.2. Integrated Interventions Strategies for Persons with Type 2 Diabetes
2. Materials and Methods
2.1. Study Design and Procedures
2.2. Participants
2.3. Interventions
2.4. Outcome Measures at Baseline and 6-Month Follow-Up
2.5. Statistical Analysis
3. Results
3.1. Patients Characteristics at Baseline
3.2. Patients Characteristics at Follow-Up
3.3. Longitudinal Change
3.4. Economic Outcomes
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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N | M | SD | Min | Max | Range | |
---|---|---|---|---|---|---|
Physical Health | ||||||
hBa1C (%) | 47 | 8.33 | 1.66 | 5 | 13 | 7 |
Blood glucose (mg/dL) | 47 | 175.51 | 72.79 | 87 | 350 | 263 |
Total Cholesterol (mg/dL) | 47 | 183.57 | 36.09 | 90 | 284 | 194 |
HDL Cholesterol (mg/dL) | 47 | 103.94 | 28.89 | 32 | 100 | 68 |
LDL Cholesterol (mg/dL) | 47 | 59.40 | 10.46 | 48 | 208 | 160 |
Triglycerides (mg/dL) | 43 | 110.34 | 45.61 | 32 | 226 | 194 |
Systolic Blood Pressure (mmHg) | 47 | 119.88 | 13.35 | 90 | 170 | 80 |
Diastolic Blood Pressure (mmHg) | 47 | 75.31 | 9.02 | 60 | 100 | 40 |
Lifestyle | ||||||
Cigarettes per day (number) | 47 | 7.98 | 11.71 | 0 | 40 | 40 |
Wine per day (glasses) | 37 | 0.78 | 1.27 | 0 | 5 | 5 |
Alcohol per day (glasses) | 38 | 0.34 | 0.78 | 0 | 3 | 3 |
Walk per day (minutes) | 47 | 25.76 | 31.30 | 0 | 120 | 120 |
Physical activity per week (minutes) | 45 | 62.18 | 86.39 | 0 | 480 | 480 |
BMI (kg/m2) | 42 | 30.84 | 593.00 | 20 | 46 | 26 |
Mental Health | ||||||
Depression | 41 | 11.43 | 8.87 | 0 | 37 | 37 |
State Anxiety | 41 | 42.26 | 11.74 | 20 | 65 | 45 |
Trait Anxiety | 41 | 44.42 | 10.40 | 23 | 65 | 42 |
Health Locus of Control | 41 | 35.86 | 6.28 | 15 | 50 | 35 |
Task-oriented Coping | 41 | 52.27 | 15.35 | 27 | 80 | 53 |
Emotion-oriented Coping | 41 | 40.53 | 9.51 | 17 | 60 | 43 |
Avoidance-oriented Coping | 41 | 41.09 | 9.61 | 24 | 61 | 37 |
Difficulty Identifying Feelings | 41 | 15.77 | 5.42 | 7 | 24 | 17 |
Difficulty Describing Feelings | 41 | 12.68 | 4.97 | 5 | 23 | 18 |
Externally-oriented Thinking | 41 | 19.30 | 4.57 | 8 | 26 | 18 |
Alexithymia | 41 | 48.02 | 12.13 | 20 | 68 | 48 |
Cognitive Reappraisal | 37 | 4.75 | 1.18 | 2 | 7 | 5 |
Suppression | 37 | 3.86 | 1.44 | 1 | 7 | 6 |
Standard Treatment | Integrated Treatment | ||||||||
---|---|---|---|---|---|---|---|---|---|
Physical Health | N | M | SD | M | SD | t-Test | df | p | Cohen’s d |
hBa1C (%) | 47 | 7.98 | (1.46) | 8.64 | (1.80) | −1.37 | 45 | 0.179 | 0.40 |
Blood glucose (mg/dL) | 47 | 176.68 | (76.38) | 174.48 | (71.05) | 0.1 | 45 | 0.919 | 0.03 |
Total Cholesterol (mg/dL) | 47 | 174.68 | (33.04) | 191.4 | (37.49) | −1.61 | 45 | 0.114 | 0.47 |
HDL Cholesterol (mg/dL) | 47 | 96.9 | (19.84) | 110.14 | (34.21) | −1.59 | 45 | 0.118 | 0.47 |
LDL Cholesterol (mg/dL) | 47 | 60.62 | (12.91) | 58.33 | (15.00) | 0.56 | 45 | 0.581 | 0.16 |
Triglycerides (mg/dL) | 43 | 110.5 | (33.47) | 110.22 | (53.35) | 0.02 | 41 | 0.984 | 0.01 |
Systolic Blood Pressure (mmHg) | 47 | 121.78 | (12.73) | 118.2 | (13.91) | 0.92 | 44 | 0.364 | 0.27 |
Diastolic Blood Pressure (mmHg) | 47 | 77.03 | (10.13) | 73.8 | (7.81) | 1.23 | 45 | 0.224 | 0.36 |
Lifestyle | |||||||||
Cigarettes per day (number) | 47 | 10.14 | (13.50) | 6.08 | (9.76) | 1.19 | 45 | 0.240 | 0.35 |
Wine per day (glasses) | 37 | 0.33 | (0.72) | 1.09 | (1.48) | −1.84 | 35 | 0.075 | 0.61 |
Alcohol per day (glasses) | 38 | 0.07 | (0.27) | 0.13 | (0.61) | −0.31 | 36 | 0.759 | 0.10 |
Walk per day (minutes) | 47 | 20.45 | (28.36) | 30.42 | (33.55) | −1.09 | 45 | 0.281 | −0.32 |
Physical activity per week (minutes) | 45 | 72.14 | (107.46) | 53.47 | (63.77) | 0.72 | 43 | 0.476 | 0.22 |
BMI (kg/m2) | 42 | 23.23 | (5.04) | 29.50 | (6.41) | −1.33 | 40 | 0.191 | 0.41 |
Mental Health | |||||||||
Depression | 41 | 14.14 | (9.51) | 9.3 | (7.90) | 1.78 | 39 | 0.083 | 0.56 |
State Anxiety | 41 | 46.95 | (9.54) | 38.58 | (12.16) | 2.4 | 39 | 0.021 | 0.75 |
Trait Anxiety | 41 | 49.02 | (7.93) | 40.83 | (10.83) | 2.69 | 39 | 0.010 | 0.85 |
Health Locus of Control | 41 | 37.68 | (6.00) | 34.43 | (6.24) | 1.68 | 39 | 0.100 | 0.53 |
Task-oriented Coping | 41 | 49.79 | (16.06) | 54.22 | (14.83) | −0.92 | 39 | 0.365 | 0.29 |
Emotion-oriented Coping | 41 | 39.43 | (8.99) | 41.39 | (10.00) | −0.65 | 39 | 0.519 | 0.20 |
Avoidance-oriented Coping | 41 | 38.71 | (9.40) | 42.96 | (9.57) | −1.42 | 39 | 0.163 | 0.45 |
Difficulty Identifying Feelings | 41 | 16.47 | (5.60) | 15.23 | (5.34) | 0.72 | 39 | 0.475 | 0.23 |
Difficulty Describing Feelings | 41 | 13.62 | (4.44) | 11.95 | (5.33) | 1.06 | 39 | 0.294 | 0.34 |
Externally-oriented Thinking | 41 | 20.73 | (3.95) | 18.18 | (4.79) | 1.82 | 39 | 0.076 | 0.57 |
Alexithymia | 41 | 51.42 | (11.30) | 45.36 | (12.33) | 1.62 | 39 | 0.114 | 0.51 |
Cognitive Reappraisal | 37 | 4.7 | (1.29) | 4.78 | (1.14) | −0.18 | 35 | 0.859 | 0.06 |
Suppression | 37 | 4.29 | (1.40) | 3.61 | (1.43) | 1.41 | 35 | 0.168 | 0.48 |
Standard Treatment | Integrated Treatment | ||||||||
---|---|---|---|---|---|---|---|---|---|
Physical Health | N | M | SD | M | SD | t-Test | df | p | Cohen’s d |
hBa1C (%) | 45 | 6.88 | (0.91) | 7.11 | (0.96) | −0.8 | 43 | 0.426 | 0.24 |
Blood glucose (mg/dL) | 47 | 124.76 | (30.97) | 116.31 | (20.86) | 1.11 | 45 | 0.273 | 0.32 |
Total Cholesterol (mg/dL) | 47 | 160.95 | (26.05) | 176.99 | (22.72) | −2.25 | 45 | 0.029 | 0.66 |
HDL Cholesterol (mg/dL) | 46 | 87.14 | (19.00) | 94.01 | (22.18) | −1.12 | 44 | 0.270 | 0.33 |
LDL Cholesterol (mg/dL) | 46 | 52.33 | (13.66) | 61.54 | (15.36) | −2.13 | 44 | 0.039 | 0.63 |
Triglycerides (mg/dL) | 43 | 136.44 | (54.65) | 97.2 | (46.23) | 2.54 | 41 | 0.015 | 0.79 |
Systolic Blood Pressure (mmHg) | 46 | 120.32 | (9.62) | 114.97 | (6.22) | 2.27 | 44 | 0.028 | 0.67 |
Diastolic Blood Pressure (mmHg) | 47 | 73.45 | (7.98) | 69.6 | (6.76) | 1.79 | 45 | 0.080 | 0.52 |
Lifestyle | |||||||||
Cigarettes per day (number) | 47 | 4.41 | (6.99) | 2.21 | (4.12) | 1.34 | 45 | 0.188 | 0.39 |
Wine per day (glasses) | 38 | 0.20 | (0.56) | 0.26 | (0.54) | −0.33 | 36 | 0.740 | 0.11 |
Alcohol per day (glasses) | 38 | 0.07 | (0.27) | 1.25 | (6.12) | −0.72 | 36 | 0.479 | 0.24 |
Walk per day (minutes) | 47 | 40.5 | (31.89) | 61.93 | (54.64) | −1.61 | 45 | 0.114 | 0.47 |
Physical activity per week (minutes) | 47 | 146.93 | (136.19) | 160.98 | (128.06) | −0.36 | 45 | 0.717 | 0.11 |
BMI (kg/m2) | 41 | 31.69 | (4.02) | 29.39 | (4.32) | 1.74 | 39 | 0.090 | 0.55 |
Mental Health | |||||||||
Depression | 41 | 17.45 | (9.37) | 6.3 | (5.16) | 4.85 | 39 | 0.000 | 1.53 |
State Anxiety | 41 | 43.31 | (10.20) | 34.4 | (7.26) | 3.27 | 39 | 0.002 | 1.03 |
Trait Anxiety | 41 | 47.58 | (8.57) | 35.5 | (6.20) | 5.24 | 39 | 0.000 | 1.65 |
Health Locus of Control | 41 | 35.51 | (5.43) | 35.6 | (4.38) | −0.06 | 39 | 0.951 | −0.02 |
Task-oriented Coping | 41 | 47.85 | (13.89) | 60.33 | (10.88) | −3.23 | 39 | 0.003 | −1.02 |
Emotion-oriented Coping | 41 | 39.08 | (7.86) | 35.25 | (5.90) | 1.78 | 39 | 0.082 | 0.56 |
Avoidance-oriented Coping | 41 | 39.91 | (5.27) | 43.17 | (7.83) | −1.51 | 39 | 0.138 | −0.48 |
Difficulty Identifying Feelings | 41 | 16.11 | (5.40) | 12.56 | (1.89) | 2.95 | 39 | 0.005 | 0.93 |
Difficulty Describing Feelings | 41 | 11.44 | (3.78) | 10.22 | (1.34) | 1.43 | 39 | 0.160 | 0.45 |
Externally-oriented Thinking | 41 | 22.11 | (5.98) | 18.44 | (3.73) | 2.40 | 39 | 0.021 | 0.76 |
Alexithymia | 41 | 49.66 | (13.34) | 41.22 | (5.48) | 2.76 | 39 | 0.009 | 0.87 |
Cognitive Reappraisal | 23 | 5.06 | (1.37) | 5.06 | (1.45) | −0.01 | 21 | 0.993 | 0.00 |
Suppression | 23 | 4.31 | (0.78) | 3.77 | (0.81) | 1.63 | 21 | 0.118 | 0.68 |
Outcome | Treatment | Pre-Post Change | 95% Confidence Interval | t | p-Level (Two-Tailed) |
---|---|---|---|---|---|
hBa1C (%) | Integrated | −1.48 | [−2.03; −0.92] | −5.37 | 0.000 |
Standard | −1.10 | [−1.68; −0.53] | −3.88 | 0.001 | |
Blood glucose (mg/dL) | Integrated | −58.17 | [−86.31; −30.03] | −4.16 | 0.000 |
Standard | −51.91 | [−81.91; −21.92] | −3.49 | 0.001 | |
Total Cholesterol (mg/dL) | Integrated | −14.41 | [−25.38; −3.44] | −2.65 | 0.011 |
Standard | −13.73 | [−25.42; −2.03] | −2.36 | 0.022 | |
HDL Cholesterol (mg/dL) | Integrated | −16.13 | [−16.13; −6.25] | −3.29 | 0.002 |
Standard | −10.55 | [−10.55; 0.16] | −1.98 | 0.053 | |
LDL Cholesterol (mg/dL) | Integrated | 3.21 | [−3.62; −3.62] | 0.95 | 0.349 |
Standard | −8.52 | [−15.92; −15.92] | −2.32 | 0.025 | |
Triglycerides (mg/dL) | Integrated | −13.01 | [−28.94; 2.91] | −1.65 | 0.106 |
Standard | 25.94 | [7.18; 44.71] | 2.79 | 0.008 | |
Systolic Blood Pressure (mmHg) | Integrated | −3.22 | [−8.57; 2.12] | −1.21 | 0.231 |
Standard | −1.48 | [−7.27; 4.30] | −0.52 | 0.608 | |
Diastolic Blood Pressure (mmHg) | Integrated | −4.20 | [−7.50; −0.90] | −2.56 | 0.014 |
Standard | −3.58 | [−7.10; −0.07] | −2.05 | 0.046 | |
Cigarettes per day (number) | Integrated | −3.88 | [−7.50; −0.73] | −2.48 | 0.017 |
Standard | −5.73 | [−7.10; −2.38] | −3.44 | 0.001 | |
Wine per day (glasses) | Integrated | −0.83 | [−1.31; −0.34] | −3.46 | 0.001 |
Standard | −0.13 | [−0.72; 0.46] | −0.46 | 0.650 | |
Alcohol per day (glasses) | Integrated | 0.79 | [−1.07; 2.66] | 0.86 | 0.395 |
Standard | −0.07 | [−2.51; 2.37] | −0.06 | 0.953 | |
Walk per day (minutes) | Integrated | 31.51 | [18.68; 44.33] | 4.95 | 0.000 |
Standard | 20.05 | [6.37; 33.72] | 2.95 | 0.005 | |
Physical activity per week (minutes) | Integrated | 109.54 | [73.12; 145.96] | 6.06 | 0.000 |
Standard | 77.63 | [38.71; 116.54] | 4.02 | 0.000 | |
BMI (kg/m2) | Integrated | −0.47 | [−2.01; 1.07] | −0.61 | 0.543 |
Standard | −0.54 | [−2.29; 1.21] | −0.63 | 0.535 | |
Depression | Integrated | −3.00 | [−6.46; 0.46] | −1.76 | 0.087 |
Standard | 3.31 | [−0.60; 7.22] | 1.71 | 0.095 | |
State Anxiety | Integrated | −4.18 | [−9.27; 0.91] | −1.66 | 0.104 |
Standard | −3.64 | [−9.39; 2.10] | −1.28 | 0.207 | |
Trait Anxiety | Integrated | −5.33 | [−9.33; −1.32] | −2.69 | 0.010 |
Standard | −1.44 | [−5.96; 3.09] | −0.64 | 0.525 | |
Health Locus of Control | Integrated | 1.34 | [−1.53; 3.87] | 0.88 | 0.386 |
Standard | 1.51 | [−5.23; 0.88] | −1.44 | 0.157 | |
Task-oriented Coping | Integrated | 6.12 | [−0.82; 13.05] | 1.78 | 0.082 |
Standard | −1.94 | [−9.78; 5.90] | −0.50 | 0.620 | |
Emotion-oriented Coping | Integrated | −6.14 | [−10.33; −1.95] | −2.96 | 0.005 |
Standard | −0.35 | [−5.09; 4.39] | −0.15 | 0.881 | |
Avoidance-oriented Coping | Integrated | 0.21 | [−4.51; 4.93] | 0.09 | 0.929 |
Standard | 1.20 | [−4.13; 6.53] | 0.45 | 0.652 | |
Difficulty Identifying Feelings | Integrated | −4.14 | [−10.38; 2.10] | −1.34 | 0.187 |
Standard | −1.76 | [−8.81; 5.29] | −0.51 | 0.616 | |
Difficulty Describing Feelings | Integrated | −2.67 | [−5.36; 0.01] | −2.01 | 0.051 |
Standard | −0.36 | [−3.39; 2.68] | −0.24 | 0.814 | |
Externally-oriented Thinking | Integrated | −1.73 | [−3.74; 0.28] | −1.74 | 0.089 |
Standard | −2.18 | [−4.45; 0.09] | −1.94 | 0.060 | |
Alexithymia | Integrated | −1.73 | [−3.74; 0.28] | −1.74 | 0.089 |
Standard | −2.18 | [−4.45; 0.09] | −1.94 | 0.060 | |
Cognitive Reappraisal | Integrated | 0.20 | [−0.54; 0.94] | 0.56 | 0.579 |
Standard | 0.43 | [−0.36; 1.22] | 1.13 | 0.270 | |
Suppression | Integrated | 0.05 | [−0.68; 0.77] | 0.13 | 0.897 |
Standard | 0.05 | [−0.73; 0.83] | 0.13 | 0.898 |
Standard Treatment | Integrated Treatment | ||||||||
---|---|---|---|---|---|---|---|---|---|
N | M | SD | M | SD | t-Test | df | p | Cohen’s d | |
Ophthalmic referrals needed | 41 | 0.94 | 0.24 | 0.83 | 0.39 | 1.14 | 39 | 0.261 | 0.36 |
Cost of Ophthalmic examination | 41 | 60.44 | 15.08 | 52.87 | 24.8 | 1.14 | 39 | 0.261 | 0.36 |
Cardiology referrals needed | 41 | 1.33 | 0.84 | 0.78 | 0.42 | 2.74 | 39 | 0.009 | 0.86 |
Cost of Cardiology referrals | 41 | 85.33 | 53.77 | 50.09 | 26.99 | 2.74 | 39 | 0.009 | 0.86 |
Diabetological referrals needed | 41 | 2.06 | 0.24 | 1.48 | 0.51 | 4.43 | 39 | <0.001 | 1.39 |
Cost of Diabetological referrals | 41 | 131.56 | 15.08 | 94.61 | 32.69 | 4.43 | 39 | <0.001 | 1.39 |
Total Blood tests performed | 50 | 2.63 | 0.99 | 2.1 | 0.57 | 2.34 | 48 | 0.024 | 0.66 |
Total Diagnostic exams preformed | 50 | 4.35 | 0.85 | 3.19 | 0.79 | 4.97 | 48 | <0.001 | 1.41 |
Visits to the general practitioner | 50 | 1.66 | 1.58 | 0.46 | 0.78 | 3.41 | 48 | 0.001 | 0.97 |
Total Visits | 41 | 4.33 | 0.84 | 3.09 | 0.85 | 4.69 | 39 | <0.001 | 1.48 |
Total Costs | 41 | 277.33 | 53.77 | 197.57 | 54.28 | 4.69 | 39 | <0.001 | 1.48 |
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Lastretti, M.; Tomai, M.; Visalli, N.; Chiaramonte, F.; Tambelli, R.; Lauriola, M. An Integrated Medical-Psychological Approach in the Routine Care of Patients with Type 2 Diabetes: A Pilot Study to Explore the Clinical and Economic Sustainability of the Healthcare Intervention. Sustainability 2021, 13, 13182. https://doi.org/10.3390/su132313182
Lastretti M, Tomai M, Visalli N, Chiaramonte F, Tambelli R, Lauriola M. An Integrated Medical-Psychological Approach in the Routine Care of Patients with Type 2 Diabetes: A Pilot Study to Explore the Clinical and Economic Sustainability of the Healthcare Intervention. Sustainability. 2021; 13(23):13182. https://doi.org/10.3390/su132313182
Chicago/Turabian StyleLastretti, Mara, Manuela Tomai, Natalia Visalli, Francesco Chiaramonte, Renata Tambelli, and Marco Lauriola. 2021. "An Integrated Medical-Psychological Approach in the Routine Care of Patients with Type 2 Diabetes: A Pilot Study to Explore the Clinical and Economic Sustainability of the Healthcare Intervention" Sustainability 13, no. 23: 13182. https://doi.org/10.3390/su132313182
APA StyleLastretti, M., Tomai, M., Visalli, N., Chiaramonte, F., Tambelli, R., & Lauriola, M. (2021). An Integrated Medical-Psychological Approach in the Routine Care of Patients with Type 2 Diabetes: A Pilot Study to Explore the Clinical and Economic Sustainability of the Healthcare Intervention. Sustainability, 13(23), 13182. https://doi.org/10.3390/su132313182