Development and Validation of the Readiness to Change Scale (RtC) for Sustainability
Abstract
:1. Introduction
1.1. Readiness to Change Framework
1.1.1. Perceived Importance of the Problem/Change
1.1.2. Motivation
1.1.3. Self-Efficacy
1.1.4. Effectiveness of Proposed Solution
1.1.5. Social Support
1.1.6. Action and Involvement
1.1.7. Perceived Readiness
1.2. Readiness to Change and Pro-Environmental Behavior
1.2.1. Perceived Importance of the Problem/Change and PEB
1.2.2. Motivation and PEB
1.2.3. Self-Efficacy and PEB
1.2.4. Effectiveness of Proposed Solution and PEB
1.2.5. Social Support and PEB
1.2.6. Action/Involvement and PEB
1.2.7. Perceived Readiness and PEB
1.3. Aim of the Study and Hypotheses Development
1.3.1. Justification for External Validity Hypotheses Development
Pro-Environmental Attitude and Readiness to Change
Pro-Environmental Identity and Readiness to Change
Pro-Environmental Intention and Readiness to Change
Pro-Environmental Behavior and Readiness to Change
2. Methods
2.1. Participants and Design
2.2. Materials
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- Sociodemographic form: consisting of questions about demographic characteristics (i.e., sex, age, education);
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- The readiness to change scale: consisting of 29 items on a 5-point Likert scale ranging from 1 (“strongly disagree”) to 5 (“strongly agree”), designed to investigate the subject’s readiness to change. This scale consists of seven dimensions: perceived importance of the problem (item example: “This change is very important for me”); motivation to change (“I feel motivated to undertake this path of change”); self-efficacy (“I think I have the resources to make this change”); effectiveness of the proposed solution (“I am aware of strategies/techniques/methods that could help me change”); social support (“I know who to turn to among the people close to me for help in changing”); action (“Sometimes I try to find solutions that can work”); and perceived readiness (“In all honesty, I do not feel like I am ready to really change my life”) (see the Appendix A for the complete set of RtC items, listed in Table A1). A higher score in each RtC dimension signifies a higher readiness to change;
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- Connectedness to nature scale (CTN) [107]: This scale assesses the subject’s affective and experiential connection with nature. There are 14 items on the scale with responses on a 5-point Likert scale. Responses range from 1 (“strongly disagree”) to 5 (“strongly agree”). An example of an item included in the scale is the following: “I often feel a sense of oneness with the natural world around me”. The scale proved to have a very good reliability index (Cronbach’s α = 0.84).
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- Climate change attitude survey (CCAS) [108]: the scale consists of 15 items answered on a 5-point Likert scale ranging from 1 (“strongly disagree”) to 5 (“strongly agree”). The scale, characterized by two dimensions, namely beliefs (i.e., “I believe our climate is changing”) and intentions (i.e., “Knowing about environmental problems and issues is important to me”), aims to assess people’s beliefs and intentions towards the environment. The instrument reported a good reliability index (Cronbach’s α for beliefs = 0.90; Cronbach’s α for intentions = 0.78);
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- Consumers’ perceived readiness toward green products (CPRTGP) [80]: The purpose of this instrument is to explore consumers’ willingness to be environmentally friendly and, consequently, how this willingness influences consumers’ purchase intention towards environmentally friendly products. The scale consists of eight dimensions: product purchase intentions; readiness to be green; attitudes; subjective norms; perceived behavioral control; pro-environmental self-identity; ethical obligations; and perceived sense of responsibility. The instrument’s response mode is on a 5-point Likert scale ranging from 1 (“strongly disagree”) to 5 (“strongly agree”). For the purpose of this study, only attitude, identity, and purchase intentions were considered. (Cronbach’s α for attitude = not available; Cronbach’s α for identity = 0.77; Cronbach’s α for purchase intentions = 0.79).
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- Pro-environmental behavior scale (PEB) [109]: the scale consists of 19 items with different response modes. Items 1 to 6 have a response mode ranging from 1 (“never”) to 5 (“always”). Item 7 has a response mode ranging from 1 (“very high”) to 3 (“low”). Items 8, 9, and 12 are dichotomous: 1 (“yes”) and 5 (“no”). Items 10 and 11 range from 1 (“never”) to 5 (“constantly”). Item 13 has a 5-point Likert scale response mode ranging from 1 (“24 or less”) to 5 (“40 or more”). Items 14, 15, and 16 are dichotomous: 1 (“no”) and 5 (“yes”). Items 17,18, and 19 have a 3-point Likert scale with responses ranging from 1 (“never”) to 5 (“frequently”). The instrument consists of four dimensions, namely: conservation; environmental Citizenship; food; and transportation. The scale reported a good reliability index (Cronbach’s α = 0.76).
2.3. Data Analysis
3. Results
3.1. Results: Study 1
3.2. Results: Study 2
3.2.1. Confirmatory Factor Analysis
3.2.2. Validity
4. Discussion
4.1. Implications
4.2. Limitations and Future Perspectives
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
1 | Per me questo cambiamento è molto importante. This change is very important for me. |
2 | Arrivato a questo punto sento la necessità di cambiare. At this point I feel the need to change. |
3 | Credo sia opportuno modificare il mio comportamento. I think it is appropriate to change my behavior. |
4 | La mia vita sarebbe peggiore se non cambiassi. My life would be worse if I did not change. |
5 | Sono determinato a cambiare le mie abitudini. I am determined to change my habits. |
6 | Mi sento motivato ad intraprendere questo percorso di cambiamento. I feel motivated to undertake this path of change. |
7 | Ho molti motivi per dover cambiare. I have many reasons to change. |
8 | Voglio cambiare questo aspetto della mia vita. I want to change this aspect of my life. |
9 | Ho fiducia nelle mie capacità di cambiare abitudini. I am confident in my ability to change habits. |
10 | Mi sento in grado di superare ogni sfida relativa al mio cambiamento. I feel capable of overcoming any challenge related to my change. |
11 | Sarò in grado di rimanere fedele alla mia nuova routine. I will be able to stay true to my new routine. |
12 | Qualora dovessi avere una battuta d’arresto, sono confidente di riuscire a superarla. If I am going to have a setback, I am confident that I will be able to overcome it. |
13 | Penso di avere le risorse necessarie a questo cambiamento. I think I have the resources to make this change. |
14 | Penso che esistano metodi efficaci per affrontare questo cambiamento. I think there are effective ways of dealing with this change. |
15 | Ho fiducia nei percorsi proposti per supportare il mio cambiamento. I have faith in the paths proposed to support my change. |
16 | Sono a conoscenza di strategie/tecniche/metodi che mi potrebbero aiutare a cambiare. I am aware of strategies/techniques/methods that could help me change. |
17 | Penso che quello che mi è stato proposto possa funzionare. I think what was proposed to me might work. |
18 | Mi sento supportato dalle persone che ho vicine in questo cambiamento. I feel supported by the people close to me in this change. |
19 | Penso che la mia comunità mi aiuterebbe in questo percorso. I think my community would help me on this path. |
20 | Le persone che mi stanno attorno approverebbero il mio cambiamento. The people around me would approve of my change. |
21 | So a chi rivolgermi tra le persone vicine a me per avere un aiuto a cambiare. I know who to turn to among the people close to me for help in changing. |
22 | Sto già facendo qualcosa per risolvere il mio problema. I am already doing something to solve my problem. |
23 | Tento talvolta di trovare soluzioni che possano funzionare. Sometimes I try to find solutions that can work. |
24 | Ho modificato i miei comportamenti per risolvere il problema. I changed my behaviors to fix the problem. |
25 | Ho iniziato il mio percorso per cercare di fare qualcosa. I started my journey to try to do something. |
26 | Sono pronto a cambiare. I am ready to change. |
27 | Credo di essere pronto per modificare le mie abitudini. I think I am ready to change my habits. |
28 | Ritengo di essere pronto per affrontare il problema. I believe I am ready to tackle the problem. |
29 | In tutta onestà non sento di essere pronto a modificare la mia vita davvero. In all honesty, I do not feel like I am ready to really change my life. |
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Item n° | F1 | F2 | F3 | F4 | F5 | F6 | F7 |
---|---|---|---|---|---|---|---|
1 | 0.57 | ||||||
2 | 0.68 | ||||||
3 | 0.85 | ||||||
4 | 0.61 | ||||||
5 | 0.79 | ||||||
6 | 0.63 | ||||||
7 | 0.51 | ||||||
8 | 0.88 | ||||||
9 | 0.77 | ||||||
10 | 0.72 | ||||||
11 | 0.61 | ||||||
12 | 0.59 | ||||||
13 | 0.66 | ||||||
14 | 0.79 | ||||||
15 | 0.81 | ||||||
16 | 0.50 | ||||||
17 | 0.61 | ||||||
18 | 0.78 | ||||||
19 | 0.65 | ||||||
20 | 0.65 | ||||||
21 | 0.51 | ||||||
22 | 0.57 | ||||||
23 | 0.74 | ||||||
24 | 0.84 | ||||||
25 | 0.77 | ||||||
26 | 0.69 | ||||||
27 | 0.60 | ||||||
28 | 0.67 | ||||||
29 | 0.50 | ||||||
McDonald’s ω | 0.78 | 0.83 | 0.87 | 0.81 | 0.74 | 0.83 | 0.82 |
Eigenvalues | 9.18 | 2.65 | 2.16 | 1.58 | 1.49 | 1.41 | 1.12 |
Explained total variance | 31.67% | 9.13% | 7.44% | 5.46% | 5.13% | 4.85% | 3.40% |
Cumulative total variance | 67.1% |
Variable | Min | Max | Mean (s.d.) | Skew. | Kurt. |
---|---|---|---|---|---|
RtC: Perceived importance of the problem | 6 | 20 | 16.24 (2.46) | −0.62 | 0.61 |
RtC: Motivation for change | 4 | 20 | 15.26 (2.72) | −0.61 | 0.97 |
RtC: Self-efficacy | 7 | 25 | 18.30 (3.12) | −0.48 | 0.97 |
RtC: Effectiveness of proposed solution | 4 | 20 | 14.46 (2.49) | −0.36 | 0.95 |
RtC: Social support | 4 | 20 | 13.36 (2.63) | −0.27 | 0.03 |
RtC: Action | 4 | 20 | 14.84 (2.85) | −0.82 | 1.52 |
RtC: Perceived readiness | 4 | 20 | 15.18 (2.64) | −0.70 | 1.32 |
Connectedness to nature | 26 | 70 | 53.39 (7.96) | −0.12 | −0.14 |
CCAS: Belief | 9 | 45 | 40.48 (4.44) | −1.78 | 6.90 |
CCAS: Intention | 10 | 30 | 24.29 (3.85) | −1.12 | 1.66 |
CPRTGP: Attitude | 1 | 5 | 3.58 (0.94) | −1.03 | 2.73 |
CPRTGP: Identity | 3 | 15 | 9.87 (2.20) | −0.26 | 0.25 |
CPRTGP: Purchase intentions | 2 | 10 | 6.91 (1.87) | −0.23 | 0.01 |
PEB: Conservation | 7 | 35 | 28.86 (3.78) | −1.02 | 2.20 |
PEB: Environmental citizenship | 5 | 27 | 12.37 (3.75) | 0.44 | 0.44 |
PEB: Food | 3 | 15 | 9.57 (4.75) | −0.25 | −1.46 |
PEB: Transportation | 3 | 15 | 9.41 (2.90) | −0.18 | −0.41 |
Variable | CCAS: Belief ◆ | CCAS: Intention ◆ | CPRTGP: Attitude ◆ |
---|---|---|---|
RtC: Perceived importance of the problem | 0.51 *** | 0.52 *** | 0.31 *** |
RtC: Motivation for change | 0.45 *** | 0.45 *** | 0.31 *** |
RtC: Self-efficacy | 0.26 *** | 0.25 *** | 0.27 *** |
RtC: Effectiveness of proposed solution | 0.29 *** | 0.31 *** | 0.22 *** |
RtC: Social support | 0.12 ** | 0.06 | 0.12 ** |
RtC: Action ◆ | 0.43 *** | 0.40 *** | 0.40 *** |
RtC: Perceived readiness ◆ | 0.45 *** | 0.45 *** | 0.36 *** |
Variable | Connectedness to Nature | CPRTGP: Identity ◆ |
---|---|---|
RtC: Perceived importance of the problem | 0.40 *** | 0.38 *** |
RtC: Motivation for change | 0.39 *** | 0.38 *** |
RtC: Self-efficacy | 0.39 *** | 0.39 *** |
RtC: Effectiveness of proposed solution | 0.30 *** | 0.33 *** |
RtC: Social support | 0.18 *** | 0.19 *** |
RtC: Action ◆ | 0.45 *** | 0.50 *** |
RtC: Perceived readiness ◆ | 0.42 *** | 0.40 *** |
Variable | CPRTGP: Purchase Intentions | PEB: Conservation ◆ | PEB: Environmental Citizenship | PEB: Food ◆ | PEB: Transportation |
---|---|---|---|---|---|
RtC: Perceived importance of the problem | 0.35 *** | 0.20 *** | 0.26 *** | 0.30 *** | 0.09 * |
RtC: Motivation for change | 0.38 *** | 0.24 *** | 0.30 *** | 0.29 *** | 0.12 ** |
RtC: Self-efficacy | 0.31 *** | 0.32 *** | 0.30 *** | 0.19 *** | 0.05 |
RtC: Effectiveness of proposed solution | 0.23 *** | 0.21 *** | 0.25 *** | 0.15 *** | 0.07 |
RtC: Social support | 0.20 *** | 0.12 * | 0.19 *** | 0.07 | 0.04 |
RtC: Action ◆ | 0.41 *** | 0.37 *** | 0.41 *** | 0.34 *** | 0.15 *** |
RtC: Perceived readiness ◆ | 0.38 *** | 0.27 *** | 0.30 *** | 0.23 *** | 0.10 ** |
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Duradoni, M.; Valdrighi, G.; Donati, A.; Fiorenza, M.; Puddu, L.; Guazzini, A. Development and Validation of the Readiness to Change Scale (RtC) for Sustainability. Sustainability 2024, 16, 4519. https://doi.org/10.3390/su16114519
Duradoni M, Valdrighi G, Donati A, Fiorenza M, Puddu L, Guazzini A. Development and Validation of the Readiness to Change Scale (RtC) for Sustainability. Sustainability. 2024; 16(11):4519. https://doi.org/10.3390/su16114519
Chicago/Turabian StyleDuradoni, Mirko, Giulia Valdrighi, Alessia Donati, Maria Fiorenza, Luisa Puddu, and Andrea Guazzini. 2024. "Development and Validation of the Readiness to Change Scale (RtC) for Sustainability" Sustainability 16, no. 11: 4519. https://doi.org/10.3390/su16114519
APA StyleDuradoni, M., Valdrighi, G., Donati, A., Fiorenza, M., Puddu, L., & Guazzini, A. (2024). Development and Validation of the Readiness to Change Scale (RtC) for Sustainability. Sustainability, 16(11), 4519. https://doi.org/10.3390/su16114519