Anna Giardini
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Research Interests
Anna Giardini has a total of 321 co-authors. Here are the top co-authors by number of shared publications:
- Antonia Pierobon
Psychology Unit, Montescano Institute, Istituti Clinici Scientifici Maugeri IRCCS, 27040 Montescano, Italy
17 shared publications - Marina Maffoni
Istituti Clinici Scientifici Maugeri IRCCS
11 shared publications - Elísio Costa
University of Porto
9 shared publications - Giuseppina Majani
Psychology Unit, Fondazione S. Maugeri, Clinica del Lavoro e della Riabilitazione, IRCCS, Istituto Scientifico di Montescano (PV), Italy
9 shared publications Simona Callegari
Psychologist/Psychotherapist, Istituti Clinici Scientifici Maugeri IRCCS, Psychology Unit Institute of Montescano, Pavia, Italy
9 shared publicationsGiuseppina Majani
8 shared publications
Latest Publications
- Open Access
- 4 August 2025
- Published by Taylor & Francis in Disability and Rehabilitation: Assistive Technology
- Vol. 21 (2) , 515-529
A questionnaire-based exploration on therapists’ perception on technology-assisted rehabilitation
The implementation of Technology-Assisted Rehabilitation (TAR) introduces both challenges and opportunities to enhance patient-therapist interactions. However, the therapist's perspective on TAR often remains understudied. This study aims to address this gap by investigating therapist perceptions of Robot-Assisted Gait Training (RAGT) by developing a specific questionnaire. The study is a real-life observational and multicentric pilot study. First, a multidisciplinary board was created to develop the questionnaire. Second, an observational pilot study was conducted, where the questionnaire was administered to therapists involved in RAGT working with a lower-limb robotic device for gait disorders. Thirty-two questionnaires were collected. Results indicate favourable perceptions among therapists in terms of device's usefulness, ease of use and safety. However, despite the overall positive response trend, therapist engagement showed more variability. The findings underscore the need of reconceptualizing therapist contribution in TAR, for optimal integration into clinical practice and to improve patient-therapist-device interaction.
- 4 August 2025
- Published by Taylor & Francis in Disability and Rehabilitation: Assistive Technology
- Vol. 21 (2) , 515-529
Open AccessA questionnaire-based exploration on therapists’ perception on technology-assisted rehabilitation
The implementation of Technology-Assisted Rehabilitation (TAR) introduces both challenges and opportunities to enhance patient-therapist interactions. However, the therapist's perspective on TAR often remains understudied. This study aims to address this gap by investigating therapist perceptions of Robot-Assisted Gait Training (RAGT) by developing a specific questionnaire. The study is a real-life observational and multicentric pilot study. First, a multidisciplinary board was created to develop the questionnaire. Second, an observational pilot study was conducted, where the questionnaire was administered to therapists involved in RAGT working with a lower-limb robotic device for gait disorders. Thirty-two questionnaires were collected. Results indicate favourable perceptions among therapists in terms of device's usefulness, ease of use and safety. However, despite the overall positive response trend, therapist engagement showed more variability. The findings underscore the need of reconceptualizing therapist contribution in TAR, for optimal integration into clinical practice and to improve patient-therapist-device interaction.
- Open Access
- 19 July 2025
- Published by Elsevier in Applied Ergonomics
- Vol. 129, 104589
Experience of use, usability and psychosocial impact of robotic and virtual reality technology in neuromotor rehabilitation: A mixed-method triangulation analysis of patients' and their therapists’ perspective
- 19 July 2025
- Published by Elsevier in Applied Ergonomics
- Vol. 129, 104589
Open AccessExperience of use, usability and psychosocial impact of robotic and virtual reality technology in neuromotor rehabilitation: A mixed-method triangulation analysis of patients' and their therapists’ perspective
- 18 September 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 385-389
Challenges in Implementing ICT Rehabilitation Environments in Real Clinical Practice
Fit for Medical Robotics funded under the National Recovery and Resilience Plan, aims to transform current rehabilitation and assistive models for individuals of all ages with impaired motor, sensory, or cognitive functions. The project seeks to achieve this through the implementation of innovative biorobotic technologies and related digital solutions, alongside new continuum of care paradigms. A key element is the full exploitation of information and communication technology (ICT) across all stages of rehabilitation, ranging from prevention to at-home care during the chronic phase. Within this framework, it is crucial to assess the potentialities, challenges, and potential barriers associated with integrating interventions based on advanced technologies into real-world rehabilitation practices.
- 18 September 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 385-389
Challenges in Implementing ICT Rehabilitation Environments in Real Clinical Practice
Fit for Medical Robotics funded under the National Recovery and Resilience Plan, aims to transform current rehabilitation and assistive models for individuals of all ages with impaired motor, sensory, or cognitive functions. The project seeks to achieve this through the implementation of innovative biorobotic technologies and related digital solutions, alongside new continuum of care paradigms. A key element is the full exploitation of information and communication technology (ICT) across all stages of rehabilitation, ranging from prevention to at-home care during the chronic phase. Within this framework, it is crucial to assess the potentialities, challenges, and potential barriers associated with integrating interventions based on advanced technologies into real-world rehabilitation practices.
- Open Access
- 17 April 2023
- Published by Cambridge University Press (CUP) in Theory and Practice of Logic Programming
- Vol. 24 (2) , 344-367
Solving Rehabilitation Scheduling Problems via a Two-Phase ASP Approach
A core part of the rehabilitation scheduling process consists of planning rehabilitation physiotherapy sessions for patients, by assigning proper operators to them in a certain time slot of a given day, taking into account several legal, medical, and ethical requirements and optimizations, for example, patient’s preferences and operator’s work balancing. Being able to efficiently solve such problem is of upmost importance, in particular after the COVID-19 pandemic that significantly increased rehabilitation’s needs. In this paper, we present a two-phase solution to rehabilitation scheduling based on Answer Set Programming, which proved to be an effective tool for solving practical scheduling problems. We first present a general encoding and then add domain-specific optimizations. Results of experiments performed on both synthetic and real benchmarks, the latter provided by ICS Maugeri, show the effectiveness of our solution as well as the impact of our domain-specific optimizations.
- 17 April 2023
- Published by Cambridge University Press (CUP) in Theory and Practice of Logic Programming
- Vol. 24 (2) , 344-367
Open AccessSolving Rehabilitation Scheduling Problems via a Two-Phase ASP Approach
A core part of the rehabilitation scheduling process consists of planning rehabilitation physiotherapy sessions for patients, by assigning proper operators to them in a certain time slot of a given day, taking into account several legal, medical, and ethical requirements and optimizations, for example, patient’s preferences and operator’s work balancing. Being able to efficiently solve such problem is of upmost importance, in particular after the COVID-19 pandemic that significantly increased rehabilitation’s needs. In this paper, we present a two-phase solution to rehabilitation scheduling based on Answer Set Programming, which proved to be an effective tool for solving practical scheduling problems. We first present a general encoding and then add domain-specific optimizations. Results of experiments performed on both synthetic and real benchmarks, the latter provided by ICS Maugeri, show the effectiveness of our solution as well as the impact of our domain-specific optimizations.
- Open Access
- 13 March 2023
- Published by MDPI AG in Healthcare
- Vol. 11 (6) , 846
Italian Translation and Validation of the Original ABC Taxonomy for Medication Adherence
Medication adherence represents a complex and multifaceted process. Standardized terminology is essential to enable a reproducible process in various languages. The study’s aim was to translate and adapt the original Ascertaining Barriers for Compliance (ABC) Taxonomy on medication adherence, first proposed in 2012, into Italian language. The study was carried out according to the Preferred Methods for Translation of the ABC Taxonomy for Medication Adherence adopted by the ESPACOMP. Key steps included: (1) a systematic literature review using PubMed and Embase according to the PRISMA Guidelines to identify published Italian terms and definitions, and Italian adherence experts; (2) a forward translation of terms and definitions; (3) panelists’ selection; (4) a three-round Delphi survey. From the systematic review, 19 studies allowed detection of 4 terms, 4 definitions and 767 Italian experts. To these, Italian ESPACOMP members and experts though snowball sampling were added. The identified Italian adherence experts received the Delphi questionnaire. The Italian ABC Taxonomy was achieved after three rounds of Delphi survey by reaching at least a moderate consensus on unambiguous naming and definition of medication adherence-related terms. The Taxonomy is intended to be used in research, academic, and professional fields in order to harmonize adherence terminology and avoid confusion in comparing research findings.
- 13 March 2023
- Published by MDPI AG in Healthcare
- Vol. 11 (6) , 846
Open AccessItalian Translation and Validation of the Original ABC Taxonomy for Medication Adherence
Medication adherence represents a complex and multifaceted process. Standardized terminology is essential to enable a reproducible process in various languages. The study’s aim was to translate and adapt the original Ascertaining Barriers for Compliance (ABC) Taxonomy on medication adherence, first proposed in 2012, into Italian language. The study was carried out according to the Preferred Methods for Translation of the ABC Taxonomy for Medication Adherence adopted by the ESPACOMP. Key steps included: (1) a systematic literature review using PubMed and Embase according to the PRISMA Guidelines to identify published Italian terms and definitions, and Italian adherence experts; (2) a forward translation of terms and definitions; (3) panelists’ selection; (4) a three-round Delphi survey. From the systematic review, 19 studies allowed detection of 4 terms, 4 definitions and 767 Italian experts. To these, Italian ESPACOMP members and experts though snowball sampling were added. The identified Italian adherence experts received the Delphi questionnaire. The Italian ABC Taxonomy was achieved after three rounds of Delphi survey by reaching at least a moderate consensus on unambiguous naming and definition of medication adherence-related terms. The Taxonomy is intended to be used in research, academic, and professional fields in order to harmonize adherence terminology and avoid confusion in comparing research findings.
- Open Access
- 7 September 2022
- Published by PAGEPress Publications in Monaldi Archives for Chest Disease
- Vol. 93 (2)
Hidden biases in clinical decision-making: potential solutions, challenges, and perspectives
Every day, we must make decisions that range from simple and risk-free to difficult and risky. Our cognitive sources' limitations, as well as the need for speed, can frequently impair the quality and accuracy of our reasoning processes. Indeed, cognitive shortcuts lead us to solutions that are sufficiently satisfying to allow us to make quick decisions. Unfortunately, heuristics frequently misguide us, and we fall victim to biases and systematic distortions of our perceptions and judgments. Because suboptimal diagnostic reasoning processes can have dramatic consequences, the clinical setting is an ideal setting for developing targeted interventions to reduce the rates and magnitude of biases. There are several approaches to bias mitigation, some of which may be impractical. Furthermore, advances in information technology have given us powerful tools for addressing and preventing errors in health care. Recognizing and accepting the role of biases is only the first and unavoidable step toward any effective intervention proposal. As a result, our narrative review aims to present some insights on this contentious topic based on both medical and psychological literature.
- 7 September 2022
- Published by PAGEPress Publications in Monaldi Archives for Chest Disease
- Vol. 93 (2)
Open AccessHidden biases in clinical decision-making: potential solutions, challenges, and perspectives
Every day, we must make decisions that range from simple and risk-free to difficult and risky. Our cognitive sources' limitations, as well as the need for speed, can frequently impair the quality and accuracy of our reasoning processes. Indeed, cognitive shortcuts lead us to solutions that are sufficiently satisfying to allow us to make quick decisions. Unfortunately, heuristics frequently misguide us, and we fall victim to biases and systematic distortions of our perceptions and judgments. Because suboptimal diagnostic reasoning processes can have dramatic consequences, the clinical setting is an ideal setting for developing targeted interventions to reduce the rates and magnitude of biases. There are several approaches to bias mitigation, some of which may be impractical. Furthermore, advances in information technology have given us powerful tools for addressing and preventing errors in health care. Recognizing and accepting the role of biases is only the first and unavoidable step toward any effective intervention proposal. As a result, our narrative review aims to present some insights on this contentious topic based on both medical and psychological literature.
- 22 May 2022
- Published by Taylor & Francis in Psychology, Health & Medicine
- Vol. 28 (3) , 606-620
Positive affect as a predictor of non-pharmacological adherence in older Chronic Heart Failure (CHF) patients undergoing cardiac rehabilitation
In Chronic Heart Failure (CHF) patients, psychological and cognitive variables and their association with treatment adherence have been extensively reported in the literature, but few are the investigations in older people. The present study aimed to evaluate the psychological, cognitive, and adherence to treatment profile of older (>65 years) CHF patients, the interrelation between these variables, and identify possible independent predictors of self-reported treatment adherence. CHF inpatients undergoing cardiac rehabilitation were assessed for: anxiety, depression, cognitive impairment, positive and negative affect, and self-reported adherence (adherence antecedents, pharmacological adherence, and non-pharmacological adherence). 100 CHF inpatients (mean age: 74.9 ± 7.1 years) were recruited. 16% of patients showed anxiety and 24.5% depressive symptoms; 4% presented cognitive decline. Cognitive functioning negatively correlated to depression, anxiety, and negative affect (p < 0.01). The adherence antecedents (disease acceptance, adaptation, knowledge, and socio-familiar support) negatively correlated to anxiety (p < 0.05), depression (p < 0.001), and negative affect (p < 0.05), while they positively correlated to positive affect (p < 0.01). Pharmacological adherence negatively correlated to anxiety and negative affect (p < 0.05). Conversely, non-pharmacological adherence and positive affect positively correlated (p < 0.05). Furthermore, depression and anxiety negatively predicted adherence antecedents (β = −0.162, p = 0.037) and pharmacological adherence (β = −0.171, p = 0.036), respectively. Finally, positive affect was found as an independent predictor of non-pharmacological adherence (β = 0.133, p = 0.004). In cardiac rehabilitation, a specific psychological assessment focused on anxiety, depression, and affect can provide useful information to manage CHF older patients’ care related to treatment adherence. In particular, positive affect should be targeted in future interventions to foster patients’ non-pharmacological adherence.
- 22 May 2022
- Published by Taylor & Francis in Psychology, Health & Medicine
- Vol. 28 (3) , 606-620
Positive affect as a predictor of non-pharmacological adherence in older Chronic Heart Failure (CHF) patients undergoing cardiac rehabilitation
In Chronic Heart Failure (CHF) patients, psychological and cognitive variables and their association with treatment adherence have been extensively reported in the literature, but few are the investigations in older people. The present study aimed to evaluate the psychological, cognitive, and adherence to treatment profile of older (>65 years) CHF patients, the interrelation between these variables, and identify possible independent predictors of self-reported treatment adherence. CHF inpatients undergoing cardiac rehabilitation were assessed for: anxiety, depression, cognitive impairment, positive and negative affect, and self-reported adherence (adherence antecedents, pharmacological adherence, and non-pharmacological adherence). 100 CHF inpatients (mean age: 74.9 ± 7.1 years) were recruited. 16% of patients showed anxiety and 24.5% depressive symptoms; 4% presented cognitive decline. Cognitive functioning negatively correlated to depression, anxiety, and negative affect (p < 0.01). The adherence antecedents (disease acceptance, adaptation, knowledge, and socio-familiar support) negatively correlated to anxiety (p < 0.05), depression (p < 0.001), and negative affect (p < 0.05), while they positively correlated to positive affect (p < 0.01). Pharmacological adherence negatively correlated to anxiety and negative affect (p < 0.05). Conversely, non-pharmacological adherence and positive affect positively correlated (p < 0.05). Furthermore, depression and anxiety negatively predicted adherence antecedents (β = −0.162, p = 0.037) and pharmacological adherence (β = −0.171, p = 0.036), respectively. Finally, positive affect was found as an independent predictor of non-pharmacological adherence (β = 0.133, p = 0.004). In cardiac rehabilitation, a specific psychological assessment focused on anxiety, depression, and affect can provide useful information to manage CHF older patients’ care related to treatment adherence. In particular, positive affect should be targeted in future interventions to foster patients’ non-pharmacological adherence.
- Top Cited PapersOpen Access
- 20 April 2022
- Published by Springer Nature in BMC Health Services Research
- Vol. 22 (1) , 1-16
A systematic review on the usability of robotic and virtual reality devices in neuromotor rehabilitation: patients’ and healthcare professionals’ perspective
Background: The application of virtual reality (VR) and robotic devices in neuromotor rehabilitation has provided promising evidence in terms of efficacy, so far. Usability evaluations of these technologies have been conducted extensively, but no overviews on this topic have been reported yet.Methods: A systematic review of the studies on patients' and healthcare professionals' perspective through searching of PubMed, Medline, Scopus, Web of Science, CINAHL, and PsychINFO (2000 to 2021) was conducted. Descriptive data regarding the study design, participants, technological devices, interventions, and quantitative and qualitative usability evaluations were extracted and meta-synthetized.Results: Sixty-eight studies were included. VR devices were perceived as having good usability and as a tool promoting patients' engagement and motivation during the treatment, as well as providing strong potential for customized rehabilitation sessions. By contrast, they suffered from the effect of learnability and were judged as potentially requiring more mental effort. Robotics implementation received positive feedback along with high satisfaction and perceived safety throughout the treatment. Robot-assisted rehabilitation was considered useful as it supported increased treatment intensity and contributed to improved patients' physical independence and psychosocial well-being. Technical and design-related issues may limit the applicability making the treatment difficult and physically straining. Moreover, cognitive and communication deficits were remarked as potential barriers.Conclusions: Overall, VR and robotic devices have been perceived usable so far, reflecting good acceptance in neuromotor rehabilitation programs. The limitations raised by the participants should be considered to further improve devices applicability and maximise technological rehabilitation effectiveness.Trial registration: PROSPERO registration ref.CRD42021224141.
- 20 April 2022
- Published by Springer Nature in BMC Health Services Research
- Vol. 22 (1) , 1-16
Top Cited PapersOpen AccessA systematic review on the usability of robotic and virtual reality devices in neuromotor rehabilitation: patients’ and healthcare professionals’ perspective
Background: The application of virtual reality (VR) and robotic devices in neuromotor rehabilitation has provided promising evidence in terms of efficacy, so far. Usability evaluations of these technologies have been conducted extensively, but no overviews on this topic have been reported yet.Methods: A systematic review of the studies on patients' and healthcare professionals' perspective through searching of PubMed, Medline, Scopus, Web of Science, CINAHL, and PsychINFO (2000 to 2021) was conducted. Descriptive data regarding the study design, participants, technological devices, interventions, and quantitative and qualitative usability evaluations were extracted and meta-synthetized.Results: Sixty-eight studies were included. VR devices were perceived as having good usability and as a tool promoting patients' engagement and motivation during the treatment, as well as providing strong potential for customized rehabilitation sessions. By contrast, they suffered from the effect of learnability and were judged as potentially requiring more mental effort. Robotics implementation received positive feedback along with high satisfaction and perceived safety throughout the treatment. Robot-assisted rehabilitation was considered useful as it supported increased treatment intensity and contributed to improved patients' physical independence and psychosocial well-being. Technical and design-related issues may limit the applicability making the treatment difficult and physically straining. Moreover, cognitive and communication deficits were remarked as potential barriers.Conclusions: Overall, VR and robotic devices have been perceived usable so far, reflecting good acceptance in neuromotor rehabilitation programs. The limitations raised by the participants should be considered to further improve devices applicability and maximise technological rehabilitation effectiveness.Trial registration: PROSPERO registration ref.CRD42021224141.
- Open Access
- 24 March 2022
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 19 (7) , 3863
How Supportive Ethical Relationships Are Negatively Related to Palliative Care Professionals’ Negative Affectivity and Moral Distress: A Portuguese Sample
In the modern healthcare landscape, moral distress has become an increasingly common phenomenon among healthcare professionals. This condition is particularly prevalent among palliative care professionals who are confronted with bioethical issues in their daily practice. Although some studies described the effects of poor ethical climate and negative affectivity on moral distress, how these variables could be incorporated into a single model is still unclear. Thus, this study aims to investigate whether ethical relationships with the hospital could be related to the intensity and frequency of moral distress, both directly and as mediated by professionals’ negative affectivity. Sixty-one Portuguese palliative care professionals completed web-based self-report questionnaires. After exploring descriptive statistics, mediation analyses were performed using the partial least squares method. The results indicated that the presence of positive relationships with the hospital reduced the professionals’ negative affectivity levels. This, in turn, led palliative care professionals to experience a lower frequency and intensity of moral distress. Being a physician was positively associated with negative affectivity but not with the frequency of moral distress. Considering the protective role of ethical relationships with hospitals, health organizations could consider implementing interventions to improve hospitals’ ethical climate and provide staff with ethics training programs.
- 24 March 2022
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 19 (7) , 3863
Open AccessHow Supportive Ethical Relationships Are Negatively Related to Palliative Care Professionals’ Negative Affectivity and Moral Distress: A Portuguese Sample
In the modern healthcare landscape, moral distress has become an increasingly common phenomenon among healthcare professionals. This condition is particularly prevalent among palliative care professionals who are confronted with bioethical issues in their daily practice. Although some studies described the effects of poor ethical climate and negative affectivity on moral distress, how these variables could be incorporated into a single model is still unclear. Thus, this study aims to investigate whether ethical relationships with the hospital could be related to the intensity and frequency of moral distress, both directly and as mediated by professionals’ negative affectivity. Sixty-one Portuguese palliative care professionals completed web-based self-report questionnaires. After exploring descriptive statistics, mediation analyses were performed using the partial least squares method. The results indicated that the presence of positive relationships with the hospital reduced the professionals’ negative affectivity levels. This, in turn, led palliative care professionals to experience a lower frequency and intensity of moral distress. Being a physician was positively associated with negative affectivity but not with the frequency of moral distress. Considering the protective role of ethical relationships with hospitals, health organizations could consider implementing interventions to improve hospitals’ ethical climate and provide staff with ethics training programs.
- Open Access
- 26 May 2021
- Published by PAGEPress Publications in Monaldi Archives for Chest Disease
- Vol. 91 (3)
A journey through roses and thorns: becoming a physician by learning from patients with life-threatening illnesses. A qualitative study with international medical students
The medical students’ well-being may be threatened by various stressors associated with providing care to different kinds of patients. This study aims to explore students’ clinical experiences with patients who suffer from life-threatening illnesses, focusing on potential risk and protective factors. Audio-recorded and face-to-face interviews were conducted and transcribed verbatim. The “Interpretive Description” approach was used to analyse data. Overall, ten medical students with a mean age of 28 years old were interviewed. Well-being promoting factors were the following: therapeutic relationships, work-life balance, social support and communication, perception of improvement in knowledge and availability of advanced directives. Whilst factors that may reduce well-being included death exposure, managing emotions, communication difficulties, internal conflicts and disagreements, lack of knowledge and subjective concerns. These findings shed light on facets that are inherent parts of clinical experience with patients suffering from a life-threatening illness and that may turn in risk or protective factors for the medical students. Understanding the students’ subjective experiences may aid in the improvement of the current educational programs, as well as in the development of tailored supportive and preventative interventions to promote well-being and professional competencies among this kind of students.
- 26 May 2021
- Published by PAGEPress Publications in Monaldi Archives for Chest Disease
- Vol. 91 (3)
Open AccessA journey through roses and thorns: becoming a physician by learning from patients with life-threatening illnesses. A qualitative study with international medical students
The medical students’ well-being may be threatened by various stressors associated with providing care to different kinds of patients. This study aims to explore students’ clinical experiences with patients who suffer from life-threatening illnesses, focusing on potential risk and protective factors. Audio-recorded and face-to-face interviews were conducted and transcribed verbatim. The “Interpretive Description” approach was used to analyse data. Overall, ten medical students with a mean age of 28 years old were interviewed. Well-being promoting factors were the following: therapeutic relationships, work-life balance, social support and communication, perception of improvement in knowledge and availability of advanced directives. Whilst factors that may reduce well-being included death exposure, managing emotions, communication difficulties, internal conflicts and disagreements, lack of knowledge and subjective concerns. These findings shed light on facets that are inherent parts of clinical experience with patients suffering from a life-threatening illness and that may turn in risk or protective factors for the medical students. Understanding the students’ subjective experiences may aid in the improvement of the current educational programs, as well as in the development of tailored supportive and preventative interventions to promote well-being and professional competencies among this kind of students.