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ISSN: 2766-2276
2025 July 17;6(7):896-913. doi: 10.37871/jbres2145.
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open access journal Original Article

Developing the Ibn-e-Sina University Mirpurkhas Scale of Affective Domain (ISUMSAD): A Pilot Study

Syed Razi Muhammad1* and Krishna Gopal Rampal2

1Chancellor Ibn-e-Sina University, Mirpurkhas (ISUM), Pakistan
2Professor and Supervisor, University of Cyberjaya, Malaysia
*Corresponding authors: Syed Razi Muhammad, Chancellor Ibn-e-Sina University, Mirpurkhas (ISUM), Pakistan E-mail:

Received: 07 July 2025 | Accepted: 16 July 2025 | Published: 17 July 2025
How to cite this article: Muhammad SR, Rampal KG. Developing the Ibn-e-Sina University Mirpurkhas Scale of Affective Domain (ISUMSAD): A Pilot Study. J Biomed Res Environ Sci. 2025 Jul 17; 6(7): 896-913. doi: 10.37871/jbres2145, Article ID: jbres1757
Copyright:© 2025 Muhammad SR, et al., istributed under Creative Commons CC-BY 4.0.
Keywords
  • Affective domain
  • Factor analysis
  • Medical students
  • Psychometrics
  • Scale development

The Ibn-e-Sina University Mirpurkhas Scale of Affective Domain (ISUMSAD) is a newly developed instrument designed to measure the affective domain within health professions education and patient care. A pilot study was conducted to create a questionnaire with an optimal number of items, examining the measurement properties, underlying components, and latent variable structure of ISUMSAD. This initiative aimed to evaluate the feasibility and efficiency of a larger research project. The items encompass all five levels of the affective domain (Receiving, Responding, Valuing, Organizing, and Characterizing).

Fifty students from the Muhammad Institute of Physiotherapy & Rehabilitation Sciences (MIPRS), a constituent college of Ibn-e-Sina University Mirpurkhas (ISUM), completed ten initial scales comprising 217 affective domain items. These scales were selected by a five-member committee of medical education experts. We used low Corrected Item-Total Correlation, high Cronbach's Alpha if Item Deleted, low factor loadings and finally low communalities to identify items for removal, until the items were gradually reduced to 12, forming the finalized ISUMSAD scale. The same 50 students then rated these 12 items on a 7-point Likert scale (1 = strongly disagree, 7 = strongly agree), yielding total scores ranging from 12 to 84 per student.

The sample’s mean ISUMSAD score was 60.86/84 (SD = 12.7). Item-total correlations were positive, with Cronbach’s α = 0.92 and KMO = 0.855. Principal Component Analysis revealed two factors. Factor 1 was named “Empathy & Communication” and Factor 2 was named “Skills & Respect”.

Medical education has long prioritized cognitive knowledge and technical skills, often neglecting the affective domain-the dimension encompassing attitudes, emotions, values, and interpersonal skills [1]. While future physicians receive rigorous training in anatomy, pharmacology, and clinical procedures, far less emphasis is placed on affective competencies [2]. This oversight adversely impacts patient care, physician well-being, and healthcare systems, contributing to poor patient-provider relationships, burnout (affecting >50% of physicians) [3], ethical erosion, and dehumanized care [3].

Several factors explain this neglect: historical emphasis on cognitive/technical skills assessed via standardized exams (e.g., USMLE); difficulty quantifying affective traits; the hidden curriculum undermining formal training; time constraints; and concerns that affective education might "soften" physicians or compromise scientific rigor [4]. This persists despite evidence that empathy enhances diagnostic accuracy and treatment outcomes [5,6]. Consequently, empathy scales have been translated cross-culturally [7], and workshops improving emotional intelligence/communication skills developed [8].

Affective learning may be enhanced by developing practical assessment tools (e.g., ISUMSAD), creating dedicated affective domain curricula, integrating affective objectives into basic/clinical science courses, simulation-based training with standardized patients, reflective exercises (e.g., narrative medicine), and Mindfulness/resilience programs to mitigate burnout (Table 1).

Table 1: The response options (Outcome Space) in Likert scale, numbered from 1-7.
  1 2 3 4 5 6 7
Agreement Strongly disagree Disagree Somewhat disagree Neither agree, nor disagree (neutral) Somewhat Agree Agree Strongly agree
Frequency Never rarely Marginally less commonly Cannot say Marginally more commonly Often Always
Importance Totally Unimportant Moderately Unimportant Slightly Unimportant Neutral Slightly Important Moderately Important Very Important
Quality Very Poor Moderately Poor Slightly Poor Neutral Fair Good Excellent
Likelihood Always untrue Usually untrue Often untrue Neutral Often True Usually True Always True
Likelihood Definitely Not Probably Not Possibly Not   Possibly Probably Definitely
McLeod S. [9]
 

Thus, we developed the 12-item ISUMSAD questionnaire to examine its measurement properties, components, and latent variable structure.

A group of 5 experts in Medical Education picked up 10 scales, related to the Affective Domain.

We decided to structure the response options (Outcome Space) in Likert scale, numbered from 1-7. While doing this, we seriously debated the inclusion or exclusion of a midpoint (number 4 bel). Ultimately, we decided to include the midpoint (option 4) into the options [9].

In order to select items of the scale, the expert team looked at the scales that measure some aspects of the affective domain. It was decided that the number of items that were found promising would be narrowed down to an acceptable number (Table 2).

Table 2: Reliability and validity of 10 scales (217 items).
Scale   Cronbach alpha Kaiser-Meyer-Olkin (KMO) Bartlett Test of Sphericity Significance in bracket
1 General components of affective domain 0.914 0.802 (0.000)
2 Groningen reflection ability scale (gras) 0.813 0.609 (0.000)
3 Jefferson scale of empathy 0.706 0.537 (0.000)
4 Teique-SF EMOTIONAL INTELLIGENCE 0.813 0.581 (0.000)
5 Modified professionalism 0.690 0.603 (0.000)
6 Perceived choice and awareness of self-scale 0.775 0.601 (0.000)
7 Revised Asian values scale (avs) 0.549 0.627 (0.000)
8 Observation method- professional behavior evaluation 0.982 This matrix is not positive definite
9 Reflection activities 0.825 0.780 (0.000)
10 Performance based assessment 0.875 0.679 (0.000)

Following 10 scales with 217 items were picked, including:

  1. General components of the affective domain [10].
  2. Groningen Reflection Ability Scale (GRAS) (containing 23 items) [11,12].
  3. Jefferson scale of empathy (medical students’ version): (containing 20 items assessing empathy) [13].
  4. Trait Emotional Intelligence Questionnaire (TEIQue) [14].
  5. Modified professionalism mini evaluation exercise questionnaires (containing 21 items assessing Professionalism) [15].
  6. Perceived choice and awareness of self-scale (assesses perceived choice and awareness of self. (The PCASS is a short, 10- item scale) [16].
  7. Revised Asian Values Scale (AVS). (Examines the construct of Asian cultural values and its relationships to other psychological concepts. It has 25 items [17,18].
  8. Observation method: The teacher observes students’ behavior and interactions during class/work to gauge their attitudes [19] (4 items).
  9. Reflection activities: Students are asked to write their thoughts or feelings about the aspects of the affective domain or about an event in life (clinical or non-clinical) that is full of emotional involvement [20] (4 items).
  10. Performance-based assessment: Students are asked to complete a task like taking a history or breaking bad news, and their performance is evaluated based on their attitude and effort [21] (30 items).

50 undergraduate students from Muhammad Institute of Physiotherapy & Rehabilitation Sciences (MIPRS), a constituent college of ISUM were selected through simple random sampling. Students were informed that this was not an assessment of their abilities. They were encouraged to assign a score to each question with utmost honesty and integrity, avoiding excessive contemplation.

First step was to find the reliability (Cronbach alpha) and validity (Kaiser-Meyer-Olkin-KMO Bartlett Test of Sphericity). We decided to include the items of scales which had sufficient reliability ((Cronbach alpha above 0.7) and validity (KMO above 0.6). The following were the results:

Based upon this criteria, Modified Professionalism and Revised Asian Values Scale (having Cronbach alpha of 0.690 and 0.549 respectively) were not considered further. Similarly, Jefferson scale of empathy and Teique-SF Emotional Intelligence were found to have KMO values less than 0.6, while Observation method- professional behavior evaluation’s matrix was not positive definite, suggesting that the factors used in the analysis had low factorability and hence items of these 3 scales were removed (Table 3).

Table 3: Pattern matrixa.
T1 I greet and introduce myself before starting any communication. 0.771    
T2 I listen actively to others when they talk to me. 0.649    
T3 I like to discuss my ideas and opinions, nor do I like to invite others’ views if they are different from mine.     0.329
T4 I like to discuss my emotions, behaviors and judgement with others. 0.733    
T5 I understand and respect people from different cultures and religions. 0.614    
T6 I understand my own limitation   0.341  
T7 I feel enthusiasm for learning and improvement. 0.856    
T8 I consistently strive for excellence in learning new knowledge & skills.     -0.480
T9 I always strive to master and refresh skills. 0.833    
T10 I adjust my life according to the circumstances.      
T11 I review my thinking and actions, and admit and change where I find myself wrong.   0.476  
T12 I understand the importance of, and follow the procedures, protocols, rules and the guidelines. 0.634    
T13 I feel accountable for what I say or do.   0.518  
T14 I have interest in others.   0.586  
T15 I place the needs of the team and any member of the team above self-interest. 0.563    
T16 People consider me as a team leader and like to work under me.   0.605  
T17 I am motivated to participate actively in the class and in wards. 0.702    
T18 I display kindness and respect to others. 0.725    
T19 I like communicating with others to resolve problems. 0.701    
T20 I respect others right to self-determination and consent. 0.852    
T21 I respect others right to privacy and confidentiality.     0.735
T22 I respond to any questions appropriately and positively, but without providing false hope or inaccurate information.      
T23 I serve others by offering help and support when needed. 0.651    
T24 I show verbal and non-verbal empathy with someone in a different situation.     0.621
T25 People generally feel that I am trustworthy as an individual and professional.      
T26 I complete tasks and assignments on time.     0.310
T27 I usually do not lose composure in difficult situations.   0.476  
T28 I do complete and keep accurate documentation of patient care and learning activities.   0.303  
T29 I want to know the reason for what I'm doing 0.403   -0.531
T30 I believe that understanding body language is as important as verbal communication.   0.342  
T31 I adjust my life according to the circumstances.   0.754  
T32 I adjust my views according to the circumstances.   0.774  
Extraction Method: Principal Component Analysis.  Rotation Method: Promax with Kaiser Normalization.
a. Rotation converged in 5 iterations. As we can see, 3 items (10, 22 and 25) did not load when absolute value below 0.3 was stopped from loading, 1 item (8) was only negatively loaded and 5 items (3, 6, 26, 28 and 30) loaded below 0.4. These 9 items were removed leaving 23 items.

Finally, among these 10 scales, scale 1, 2, 6, 9 and 10 were found to have sufficient reliability and validity. In other words, out of 217 items, 140 items were removed and 77 were considered for developing new scale. These 77 items were as follows.

  1. I feel welcomed in the classroom
  2. I listen to my classmates when they share something to me
  3. I give my ideas and suggestions regarding on the classroom rules
  4. I obey classroom rules and guidelines.
  5. I feel that the classroom environment helps me develop my interest in the subjects
  6. I am motivated to participate actively in the class
  7. I arrange the books in their desired place after we use them
  8. I prepare my materials in advance for our group activity
  9. I display kindness and respect to my classmates and teachers
  10. I serve my classmates and teachers by offering help and support when needed
  11. I review how I'm used to thinking
  12. I want to know the reason for what I'm doing
  13. I understand the importance of knowing the rules and the guidelines
  14. I want to know my own characteristics (attitude, performance, perspective and personality).
  15. I am aware of the mentalities that influence my thinking
  16. I am aware of the emotions that influence my behaviour
  17. I can examine my behaviour (as a neutral person) remotely
  18. I evaluate my own judgement about others
  19. I can examine an experience from different perspectives
  20. I am aware of the cultural factors that influence my thinking.
  21. I am aware of the mental effects that possibly different information has on people’s (views).
  22. I can sympathize with someone in a different situation.
  23. I know my own limitations.
  24. I do not prefer different ways of thinking (negative scoring required).
  25. Sometimes others say that I am exaggerating myself (negative scoring required).
  26. I can understand people from different cultures and religions.
  27. I do not like to discuss my views (negative scoring required).
  28. Sometimes I find it difficult to explain an ethical point of view (negative scoring required).
  29. I am accountable for what I say.
  30. I take responsibility for what I say.
  31. I am ready to discuss my views and opinions.
  32. I sometimes find it difficult to think of alternative solutions to a problem (negative scoring required).
  33. I don’t welcome explaining my personal performance (negative scoring required).
  34. A. I always feel like I choose the things I do. B. I sometimes feel that it’s not really me choosing the things I do
  35. A. My emotions sometimes seem alien to me. B. My emotions always seem to belong to me
  36. A. I choose to do what I have to do. B. I do what I have to, but I don’t feel like it is really my choice
  37. A. I feel that I am rarely myself. B. I feel like I am always completely myself
  38. A. I do what I do because it interests me. B. I do what I do because I have to
  39. A. When I accomplish something, I often feel it wasn't really me who did it. B. When I accomplish something, I always feel it's me who did it
  40. A. I am free to do whatever I decide to do. B. What I do is often not what I'd choose to do
  41. A. My body sometimes feels like a stranger to me. B. My body always feels like me
  42. A. I feel pretty free to do whatever I choose to. B. I often do things that I don't choose to do.
  43. A. Sometimes I look into the mirror and see a stranger. B. When I look into the mirror, I see myself
  44. Self-Awareness and Reflection
  45. Empathy and Perspective-Taking
  46. Emotional Expression and Communication
  47. Attitude and Values
  48. Greets the patient properly.
  49. Introduces him/herself to the patient including his/her name and role
  50. Confirm the patient's name and date of birth
  51. Explain the reason for the consultation
  52. Gain consent to continue with the consultation
  53. Undertake consultation in a comfortable, quiet and private space (if possible).
  54. Set up room appropriately (e.g., avoid physical barriers between him or herself and the patient).
  55. Offer to have another person present (healthcare professional or family member) with the patient’s consent.
  56. Explore the sequence of events leading up to the consultation (e.g., previous consultations and investigations).
  57. Establish what the patient already knows or is expecting to be told.
  58. Identify any specific patient concerns.
  59. Check the patient wishes to proceed with the consultation and be given the information.
  60. Use a warning shot prior to breaking the bad news.
  61. Deliver the information in sizeable ‘chunks’ using simple and clear language to explain medical concepts.
  62. Use silence and allow the patient to process what you have told them after each ‘chunk.
  63. Respond to any questions appropriately, without providing false hope or inaccurate information.
  64. Avoid using medical jargon or euphemisms.
  65. Recognize and respond to the patient’s emotions with empathy (verbal and non-verbal).
  66. Provide a clear plan for next steps (e.g., specialist referral, follow up appointment).
  67. Summarize and check the patient’s understanding.
  68. Clarify any misunderstandings (if required).
  69. Offer assistance to tell others.
  70. Signpost to sources of further information (e.g., specialist nurses, support groups) including written materials (if appropriate).
  71. Asks if there is anything more that can be done.
  72. Thanks, and says goodbye.
  73. Active listening.
  74. Empathy (verbal and non-verbal).
  75. Establishing rapport.
  76. Summarising.be
  77. Signposting.

There were many repetitions in the items. Consequently, the team of five medical education experts reviewed each item, eliminating both verbal and literal redundancies, and rephrasing the items to ensure uniformity and clarity. Certain items were deemed irrelevant to the assessment of the affective domain and were subsequently excluded. 32 items were chosen and they were rewritten in simple, easy to understand form (Tables 4,5).

Table 4: Pattern Matrixa.
T1 I greet and introduce myself before starting any communication. 0.772    
T2 I listen actively to others when they talk to me. 0.657    
T4 I like to discuss my emotions, behaviors and judgement with others. 0.763    
T5 I understand and respect people from different cultures and religions. 0.642    
T7 I feel enthusiasm for learning and improvement. 0.853    
T9 I always strive to master and refresh skills. 0.815    
T11 I review my thinking and actions, and admit and change where I find myself wrong.   0.490  
T12 I understand the importance of, and follow the procedures, protocols, rules and the guidelines. 0.657    
T13 I feel accountable for what I say or do.   0.568  
T14 I have interest in others. . 0.534  
T15 I place the needs of the team and any member of the team above self-interest. 0.563    
T16 People consider me as a team leader and like to work under me.   0.580  
T17 I am motivated to participate actively in the class and in wards. 0.674    
T18 I display kindness and respect to others. 0.748    
T19 I like communicating with others to resolve problems. 0.684    
T20 I respect others right to self-determination and consent. 0.840    
T21 I respect others right to privacy and confidentiality.     0.835
T23 I serve others by offering help and support when needed. 0.635    
T24 I show verbal and non-verbal empathy with someone in a different situation.     0.711
T27 I usually do not lose composure in difficult situations.   0.484  
T29 I want to know the reason for what I'm doing 0.413    
T31 I adjust my life according to the circumstances.   0.754  
T32R I adjust my views according to the circumstances.   0.795  
Extraction Method: Principal Component Analysis. Rotation Method: Promax with Kaiser Normalization.
a. Rotation converged in 5 iterations. Then we moved to communalities
Table 5: Communalities.
T1 I greet and introduce myself before starting any communication. 1.000 0.605
T2 I listen actively to others when they talk to me. 1.000 0.432
T4 I like to discuss my emotions, behaviors and judgement with others. 1.000 0.698
T5 I understand and respect people from different cultures and religions. 1.000 0.560
T7 I feel enthusiasm for learning and improvement. 1.000 0.728
T9 I always strive to master and refresh skills. 1.000 0.697
T11 I review my thinking and actions, and admit and change where I find myself wrong. 1.000 0.376
T12 I understand the importance of, and follow the procedures, protocols, rules and the guidelines. 1.000 0.611
T13 I feel accountable for what I say or do. 1.000 0.333
T14 I have interest in others. 1.000 0.460
T15 I place the needs of the team and any member of the team above self-interest. 1.000 0.334
T16 People consider me as a team leader and like to work under me. 1.000 0.358
T17 I am motivated to participate actively in the class and in wards. 1.000 0.597
T18 I display kindness and respect to others. 1.000 0.661
T19 I like communicating with others to resolve problems. 1.000 0.499
T20 I respect others right to self-determination and consent. 1.000 0.709
T21 I respect others right to privacy and confidentiality. 1.000 0.741
T23 I serve others by offering help and support when needed. 1.000 0.457
T24 I show verbal and non-verbal empathy with someone in a different situation. 1.000 0.589
T27 I usually do not lose composure in difficult situations. 1.000 0.250
T29 I want to know the reason for what I'm doing 1.000 0.550
T31 I adjust my life according to the circumstances. 1.000 0.605
T32 I adjust my views according to the circumstances. 1.000 0.670
Extraction Method: Principal Component Analysis.
3 items (13, 15 and 27) had communalities less than .35 and were removed. Leaving 20 items. They were renumbered. Leaving 20 items.
 

The expert committee did consider two important points at this stage. First about mitigating the confounding influence of a response pattern known as 'acquiescence response style, by turning half of the items phrased positively and scored directly (1 = very strongly disagree, 2 = less strongly disagree, 3 = mildly disagree, 4 = neither agree nor disagree, 5 = mildly agree, 6 = more strongly agree, and 7 = very strongly agree), While the other half phrased negatively, necessitating the researcher to reverse the scores assigned by the students as: 1 = very strongly agree, 2= less strongly agree, 3 = Mildly agree, 4 = Neither agree nor disagree, 5 = mildly disagree, 6 = more strongly disagree 7 = very strongly disagree). But this reverse is known to alter the way the responder answers the questions and hence the committee decided not to continue with developing the questionnaire in a 'acquiescence response style (Tables 6-10). Based upon the finding of the pilot study and recommendation of expert panel to simplify the items for easy understanding, a scale having 32 items was developed as follows.

Table 6: Renumbering.
New No. Old No. Item
1 1 I greet and introduce myself before starting any communication
2 2 I listen actively to others when they talk to me
3 4 I like to discuss my emotions, behaviors and judgement with others.
4 5 I understand and respect people from different cultures and religions.
5 7 I feel enthusiasm for learning and improvement
6 9 I always strive to master and refresh skills.
14 11 I review my thinking and actions, and admit and change where I find myself wrong.
7 12 I understand the importance of, and follow the procedures, protocols, rules and the guidelines.
15 14 I have interest in others.
16 16 People consider me as a team leader and like to work under me.
8 17  I am motivated to participate actively in the class and in wards.
9 18 I display kindness and respect to others.
10 19 I like communicating with others to resolve problems.
11 20           I respect others right to self-determination and consent.
19 21  I respect others right to privacy and confidentiality.
12 23  I serve others by offering help and support when needed.
20 24 I show verbal and non-verbal empathy with someone in a different situation.
13 29  I want to know the reason for what I'm doing
17 31 I adjust my life according to the circumstances.
18 32 I adjust my views according to the circumstances.
Table 7: Item-total statistics.
  Scale Mean if Item Deleted Scale Variance if Item Deleted Corrected Item-Total Correlation Squared Multiple Correlation Cronbach's Alpha if Item Deleted
EC1 I greet and introduce myself before starting any communication. 93.4200 197.596 0.648 0.767 0.843
EC2 I listen actively to others when they talk to me. 93.2000 210.776 0.569 0.737 0.848
EC3 I like to discuss my emotions, behaviors and judgement with others. 94.1400 201.347 0.725 0.753 0.841
EC4 I understand and respect people from different cultures and religions. 93.4800 211.193 0.573 0.639 0.848
EC5 I feel enthusiasm for learning and improvement. 93.6200 202.853 0.712 0.848 0.841
EC6 I always strive to master and refresh skills. 93.7200 203.879 0.605 0.722 0.845
EC7 I understand the importance of, and follow the procedures, protocols, rules and the guidelines. 93.5200 210.091 0.569 0.673 0.848
EC8 I am motivated to participate actively in the class and in wards. 93.8000 216.531 0.493 0.622 0.851
EC9 I display kindness and respect to others. 93.6400 205.704 0.734 0.766 0.842
EC10 I like communicating with others to resolve problems. 93.6200 210.322 0.555 0.756 0.848
EC11 I respect others right to self-determination and consent. 93.7400 204.115 0.679 0.827 0.843
EC12 I serve others by offering help and support when needed. 93.6400 212.439 0.474 0.687 0.851
EC13 I want to know the reason for what I'm doing 94.0800 225.912 0.253 0.574 0.858
IS14 I like to review my thinking and actions, and admit and change where I find myself wrong. 94.6600 230.760 0.012 0.503 0.873
IS15 I have interest in others. 94.3000 212.214 0.441 0.599 0.852
IS16 People consider me as a team leader and like to work under me. 94.1400 221.266 0.262 0.547 0.859
IS17 I adjust my life according to the circumstances. 93.3200 225.079 0.211 0.875 0.860
IS18 I adjust my views according to the circumstances. 93.4600 223.029 0.205 0.889 0.862
U19 I respect others right to privacy and confidentiality. 93.8200 225.579 0.137 0.712 0.865
U20 I show verbal and non-verbal empathy with someone in a different situation. 93.9800 218.755 0.293 0.700 0.858
Table 8: Pattern matrixa
  Component
1 2 3
T1 I greet and introduce myself before starting any communication. 0.755    
T2 I listen actively to others when they talk to me. 0.649    
T4 I like to discuss my emotions, behaviors and judgement with others. 0.743    
T5 I understand and respect people from different cultures and religions. 0.604    
T7 I feel enthusiasm for learning and improvement. 0.845    
T9 I always strive to master and refresh skills. 0.830    
T11 I review my thinking and actions, and admit and change where I find myself wrong.   0.426  
T12 I understand the importance of, and follow the procedures, protocols, rules and the guidelines. 0.632    
T14 I have interest in others.   0.518  
T16 People consider me as a team leader and like to work under me.   0.581  
T17 I am motivated to participate actively in the class and in wards. 0.711    
T18 I display kindness and respect to others. 0.724    
T19 I like communicating with others to resolve problems. 0.710    
T20 I respect others right to self-determination and consent. 0.864    
T21 I respect others right to privacy and confidentiality.     0.827
T23 I serve others by offering help and support when needed. 0.658    
T24 I show verbal and non-verbal empathy with someone in a different situation.     0.753
T29 I want to know the reason for what I'm doing 0.419    
T31 I adjust my life according to the circumstances.   0.846  
T32 I adjust my views according to the circumstances.   0.872  
Extraction Method: Principal Component Analysis. Rotation Method: Promax with Kaiser Normalization.
a. Rotation converged in 6 iterations.
Table 9: Communalities.
  Initial Extraction
EC1 I greet and introduce myself before starting any communication. 1.000 0.593
EC2 I listen actively to others when they talk to me. 1.000 0.457
EC3 I like to discuss my emotions, behaviors and judgement with others. 1.000 0.708
EC4 I understand and respect people from different cultures and religions. 1.000 0.574
EC5 I feel enthusiasm for learning and improvement. 1.000 0.716
EC6 I always strive to master and refresh skills. 1.000 0.694
EC7 I understand the importance of, and follow the procedures, protocols, rules and the guidelines. 1.000 0.296
EC8 I am motivated to participate actively in the class and in wards. 1.000 0.612
EC9 I display kindness and respect to others. 1.000 0.433
EC10 I like communicating with others to resolve problems. 1.000 0.358
EC11 I respect others right to self-determination and consent. 1.000 0.585
EC12 I serve others by offering help and support when needed. 1.000 0.639
EC13 I want to know the reason for what I'm doing 1.000 0.537
IS14 I like to review my thinking and actions, and admit and change where I find myself wrong. 1.000 0.736
IS15 I have interest in others. 1.000 0.734
IS16 People consider me as a team leader and like to work under me. 1.000 0.453
IS17 I adjust my life according to the circumstances. 1.000 0.624
IS18 I adjust my views according to the circumstances. 1.000 0.547
U19 I respect others right to privacy and confidentiality. 1.000 0.724
U20 I show verbal and non-verbal empathy with someone in a different situation. 1.000 0.768
Extraction Method: Principal Component Analysis.
Table 10: Summarising the above tables.
New No. Old No. Item Item mean Std. Deviation Corrected Item-Total Correlation Cronbach's Alpha if Item Deleted Communalities Correlation with factor 1 Empathy & Communication Correlation with factor 2 interpersonal skills Correlation with factor 3 Understanding
1 1 I greet and introduce myself before starting any communication 5.28 1.85 0.648 0.843 0.593   0.755    
2 2 I listen actively to others when they talk to me 5.5 1.34 0.569 0.848 0.457 0.649    
3 4 I like to discuss my emotions, behaviors and judgement with others. 4.56 1.51 0.725 0.841 0.708 0.743    
4 5 I understand and respect people from different cultures and religions. 5.22 1.31 0.573 0.848 0.574 0.604    
5 7 I feel enthusiasm for learning and improvement 5.08 1.47 0.712 0.841 0.716 0.845    
6 9 I always strive to master and refresh skills. 4.98 1.63 0.605 0.845 0.694 0.830    
7 12 I understand the importance of, and follow the procedures, protocols, rules and the guidelines. 5.18 1.38 0.569 0.848 0.612 0.632    
8 17 I am motivated to participate actively in the class and in wards. 4.9 1.65 0.493 0.851 0.585 0.711    
9 18 I display kindness and respect to others. 5.06 1.30 0.734 0.842 0.639 0.724    
10 19 I like communicating with others to resolve problems. 5.08 1.4 0.555 0.848 0.537 0.710    
11 20  I respect others right to self-determination and consent. 4.96 1.47 0.679 0.843 0.736 0.864    
12 23  I serve others by offering help and support when needed. 5.06 1.46 0.474 0.851 0.453 0.658    
13 29 I want to know the reason for what I'm doing 4.62 1.03 0.253 0.858 0.547 0.419    
14 11 I like to review my thinking and actions, and admit and change where I find myself wrong. 4.04 1.83 0.012 0.873 0.296   0.426  
15 14 I have interest in others. 4.4 1.56 0.441 0.852 0.433   0.518  
16 16 People consider me as a team leader and like to work under me 4.56 1.46 0.262 0.859 0.358   0.581  
17 31 I adjust my life according to the circumstances. 5.38 1.28 0.211 0.860 0.724   0.846  
18 32 I adjust my views according to the circumstances. 5.24 1.53 0.205 0.862 0.768   0.872  
19 21  I respect others right to privacy and confidentiality. 4.88 1.61 0.137 0.865 0.734     0.827
20 24 I show verbal and non-verbal empathy with someone in a different situation. 4.72 1.57 0.293 0.858 0.624     0.753
  1. I greet and introduce myself before starting any communication
  2. I listen actively to others when they talk to me
  3. I like to discuss my ideas and opinions, nor do I like to invite others’ views if they are different from mine.
  4. I like to discuss my emotions, behaviours and judgements with others.
  5. I understand and respect people from different cultures and religions.
  6. I understand my own limitation
  7. I feel enthusiasm for learning and improvement.
  8. I consistently strive for excellence in learning new knowledge & skills.
  9. I always strive to master and refresh skills.
  10. I adjust my life according to the circumstances.
  11. I review my thinking and actions, and admit and change where I find myself wrong.
  12. I understand the importance of, and follow the procedures, protocols, rules and the guidelines.
  13. I feel accountable for what I say or do.
  14. I have interest in others.
  15. I place the needs of the team and any member of the team above self-interest.
  16. People consider me as a team leader and like to work under me.
  17. I am motivated to participate actively in the class and in wards.
  18. I display kindness and respect to others.
  19. I like communicating with others to resolve problems.
  20. I respect others right to self-determination and consent.
  21. I respect others right to privacy and confidentiality.
  22. I respond to any questions appropriately and positively, but without providing false hope or inaccurate information.
  23. I serve others by offering help and support when needed.
  24. I show verbal and non-verbal empathy with someone in a different situation.
  25. People generally feel that I am trustworthy as an individual and professional.
  26. I complete tasks and assignments on time.
  27. I usually do not lose composure in difficult situations.
  28. I complete and keep accurate documentation of patient care and learning activities.
  29. I want to know the reason for what I'm doing.
  30. I believe that understanding body language is as important as verbal communication.
  31. I adjust my life according to the circumstances.
  32. I adjust my views according to the circumstances.

After developing this new scale, a pilot study was conducted where same 50 students (who had answered the 217 items of 10 scales) answered these 32 questions. The results of this newly developed 32 items were entered into SPSS® version. It was decided that we will reduce the number of items by removing those will low reliability (Cronbach’s alpha), validity (KMO, Bartlett’s test and Significance), dimension reduction, communalities and Corrected Item-Total Correlation. We decided to use the Principal Component Analysis as the Extraction Method, Promax with Kaiser Normalization as the Rotation Method and the Pattern Mixture model in longitudinal data analysis. The results were as follows in 4 steps of gradual reduction of items:

STEP 1: 32 items reliability, validity and dimension reduction.

Reliability Statistics
Cronbach's Alpha N of Items
0.720 32
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy 0.549
Bartlett's Test of Sphericity Approx. Chi-Square 977.492
Df 496
Sig 0.000

STEP 2: 23 items reliability, validity, dimension reduction and communalities.

Reliability Statistics
Cronbach's Alpha N of Items
0.858 23
Summary Item Statistics

 

Mean Minimum Maximum Range Maximum / Minimum Variance N of Items
Item Means 4.866 4.020 5.500 1.480 1.368 0.155 23
Item Variances 2.073 1.057 3.430 2.373 3.246 0.364 23
Inter-Item Covariances 0.430 -0.677 1.936 2.613 -2.861 0.272 23
Inter-Item Correlations 0.208 -0.348 0.892 1.240 -2.559 0.060 23
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. 0.689
Bartlett's Test of Sphericity Approx. Chi-Square 704.704
Df 253
Sig. 0.000

STEP 3: 20 items reliability, validity, dimension reduction and communalities.

Reliability Statistics
Cronbach's Alpha Cronbach's Alpha Based on Standardized Items N of Items
0.859 0.864 20
Summary Item Statistics
  Mean Minimum Maximum Range Maximum / Minimum Variance N of Items
Item Means 4.935 4.040 5.500 1.460 1.361 0.130 20
Inter-Item Covariances 0.504 -0.677 1.936 2.613 -2.861 0.298 20
Inter-Item Correlations 0.241 -0.348 0.892 1.240 -2.559 0.063 20
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. 0.702
Bartlett's Test of Sphericity Approx. Chi-Square 621.772
Df 190
Sig. 0.000

STEP 4: Final scale with 12 items. Its reliability, validity, dimension reduction and communalities.

Reliability Statistics
Cronbach's Alpha Cronbach's Alpha Based on Standardized Items N of Items
0.920 0.921 12
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .855
Bartlett's Test of Sphericity Approx. Chi-Square 361.208
df 66
Sig. 0.000

A lack of trust in physicians lowers the quality of care, discourages the use of preventive services, and adversely affects patients’ adherence to clinical advice. High levels of distrust can even lead to violence and destruction of medical equipment and property unless the legal system provides easy remedies for perceived harms caused by healthcare providers [22]. The World Medical Association, in its 2020 assembly, included an agenda item addressing the “surge of violence against health personnel worldwide [23]. Another study found that moral integrity, a patient-centered approach, effective communication skills, and trust lead to better management and improved patient satisfaction [24]. In a study investigating patient trust in doctors, more than half of participants rated doctors’ communication behavior as fair rather than good (53.6% vs 45.6%). Those over 50 years old (OR 1.96; p=0.007, 95% CI: 1.198-3.226) and those who perceived doctors’ communication as good (OR 8.48; p=0.0001, 95% CI: 5.257-13.709) were significantly more likely to have full trust in their doctors (Tables 11-13). Another study stressed that the moral integrity and personal qualities of the doctor are crucial for gaining patient trust [25].

Table 11: Descriptive statistics.
  N Range Minimum Maximum Sum Mean SD
Factor1 total 50 30.00 18.00 48.00 1794.00 35.8800 7.98120
Factor2 total 50 25.00 10.00 35.00 1249.00 24.9800 5.69457
Total of items 50 49.00 30.00 79.00 3043.00 60.8600 12.72313
Total of factors 50 49.00 30.00 79.00 3043.00 60.8600 12.72313
Table 12: Summary item statistics.
  Mean Minimum Maximum Range Maximum / Minimum Variance N of Items
Item Means 5.072 4.560 5.500 0.940 1.206 0.052 12
Inter-Item Covariances 1.035 0.431 1.936 1.506 4.497 0.118 12
Inter-Item Correlations 0.492 0.254 0.739 0.484 2.904 0.014 12
Item-Total Statistics
  Scale Mean if Item Deleted Scale Variance if Item Deleted Corrected Item-Total Correlation Squared Multiple Correlation Cronbach's Alpha if Item Deleted
T1 55.5800 128.208 0.721 0.665 0.912
T2 55.3600 140.602 0.611 0.651 0.916
T3 56.3000 133.847 0.735 0.681 0.911
T4 55.6400 141.419 0.600 0.511 0.917
T5. 55.7800 132.420 0.808 0.810 0.908
T6 55.8800 131.251 0.746 0.653 0.910
T7 55.6800 139.855 0.616 0.532 0.916
T8 55.9600 143.835 0.597 0.544 0.917
T9 55.8000 138.653 0.703 0.626 0.913
T10 55.7800 139.849 0.607 0.570 0.916
T11 55.9000 132.990 0.788 0.779 0.909
T12 55.8000 141.143 0.535 0.552 0.920
Table 13: Summary of final scale of ISUMSAD- 12 items.
Item No Item mean Std. Deviation Corrected Item-Total Correlation Cronbach's Alpha if Item Deleted Communalities Factor 1 Empathy & Communication Factor 2 Skills & Respect Skewness Kurtosis
1 5.28 1.25 0.721 0.912 0.623 0.647   -1.35 0.7
2 5.5 1.34 0.611 0.916 0.487 0.632   -1.26 1.06
3 4.56 1.51 0.735 0.911 0.705 0.827   -0.303 -0.670
4 5.22 1.31 0.600 0.917 0.617 0.919   -1.1 -1.25
5 5.08 1.47 0.808 0.908 0.726 0.599   -1.19 1.16
6 5.18 1.38 0.616 0.916 0.589 0.857   -1.113 0.974
7 5.06 1.3 0.703 0.913 0.616 0.715   -1.508 2.222
8 4.98 1.63 0.746 0.910 0.698   0.686 -1.163 0.848
9 4.9 1.65 0.597 0.917 0.664   0.930 -1.331 2.661
10 5.08 1.4 0.607 0.916 0.576   0.763 -1.644 2.856
11 4.96 1.47 0.788 0.909 0.744   0.662 -1.453 1.419
12 5.06 1.46 0.535 0.920 0.530   0.799 -1.290 0.519
Legend: T1 I greet and introduce myself before starting any communication.
T2 I listen actively to others when they talk to me.             
T3 I like to discuss my emotions, behaviours and judgement with others.        
T4 I understand and respect people from different cultures and religions.       
T5 I feel enthusiasm for learning and improvement.
T6 I understand the importance of, and follow the procedures, protocols, rules and the guidelines.
T7 I display kindness and respect to others.
T8 I always strive to master and refresh skills.                  
T9 I am motivated to participate actively in the class and in wards.                 
T10 I like communicating with others to resolve problems.
T11 I respect others right to self-determination and consent.           
T12 I serve others by offering help and support when needed.

According to patients, trust is built largely on a doctor's interpersonal competence. Behaviors associated with trust include thoroughly evaluating problems, understanding a patient's individual experience, showing compassion and empathy, advocacy, reliability, dependability, clear and complete communication, continuity of care, building partnerships, giving adequate time during consultations, providing appropriate and effective treatment, and being honest and respectful [26-32].

Therefore, it is important to include teaching and assessment of the affective domain in the medical curriculum. For this, we have developed the 12-item ISUMSAD described above.

When choosing the number of response options, we debated whether to allow respondents to choose from six options or to include a midpoint as a seventh option. Including or excluding a midpoint has both benefits and drawbacks. A midpoint allows respondents to express neutral feelings, but it may also serve as a “dumping ground” for those who lack knowledge, motivation, or wish to be socially acceptable. However, excluding the midpoint may deprive respondents of the opportunity to select an option that genuinely reflects their views, forcing them to choose inaccurately [33]. This has convinced some researchers, such as Hujat, et al, [34] to include the midpoint. On this occasion, we decided to include the midpoint.

Thus, the expert committee decided to keep the midpoint, making it a 7-point questionnaire.

Although authors attempt to mitigate response bias by including negatively worded items in Likert scale, it is known to adversely affect reliability and validity. Hence, we decided not to include negatively worded items in our scale.

According to Cronbach [35], a reliability value greater than 0.6 is acceptable. Cronbach's alphas are claimed to mirror instructional grades, where A-0.9 or higher are considered excellent; B-0.8 to 0.9 are adequate; C-0.7 to 0.8 are marginal; D-0.6 to 0.07 are seriously suspect; F-less than 0.6 are totally unacceptable [36]. The higher the average correlation between items, the greater the internal consistency of a test. We saw the reliability increasing with Cronbach alpha moving from 0.720 to 0.858, 0.859 and finally to 0.920 for 32, 23, 20 and 12 items. Hence the internal consistency of 0.92 for 12 items ISUMSAD is excellent.

The most efficient method was to identify and remove items with low factor loadings (generally below 0.5) [37], as such items do not substantially contribute to the underlying factors and may adversely affect the KMO value. By discarding these items, we could improve overall inter-item correlations, potentially resulting in a higher KMO score37. We used Principal Component Analysis (PCA) for dimensionality reduction and data analysis. PCA focuses on finding principal components, which are orthogonal directions of maximum variance in the data. PCA reveals information about factor loadings or component loadings, which show how much each original variable contributes to the new principal components, analogous to factors in factor analysis [38]. PCA produced two distinct factors. Factor 1, consisting of 7 items has been named “Empathy-Communication’ and Factor 2, consisting of 5 items has been named “Skills-Respect”. Additionally, we have chosen to use the pattern matrix rather than the structure matrix, as the former demonstrates the distinct contribution of a variable to a factor and is simpler to interpret [37]. The structure matrix shows shared variance not accounted for by the pattern matrix and is more complicated to interpret [37]. The KMO test measures the sampling adequacy, while Bartlett's test checks for significant correlations between variables, indicating whether factor analysis is appropriate. A significant Bartlett's test (p < 0.05) and a KMO value above 0.6 (or 0.5, depending on the source) generally suggest that factor analysis is appropriate [39-42]. KMO value of 0.855 and Bartlett's test score with significance of 0.000 for the final 12 items reflect excellent validity.

While both inter-item correlation and Pearson’s correlation evaluate the relationships between variables, their uses are distinct. Inter-item correlation focuses on the connections between individual items within a single scale or test, and is a test of internal consistency. Inter-item correlation evaluates how closely the scores of one item of a scale is related to the scores of other items within that same scale [43]. This metric reflects the internal consistency of the scale, indicating how effectively the items collectively measure the same underlying concept. All our 12 items had inter-item correlation above 0.2 with each other, average being 0.492, indicating that items are related but not overly redundant. A Cronbach’s alpha of 9.2 and inter-item correlation of 0.492 suggest good internal consistency of ISUMSAF.

In contrast, Pearson’s correlation is a broader statistical tool that measures the linear association between any two continuous variables. The Pearson correlation (Tables 14,15) shows excellent linear relationships between different items and two factors of ISUMSAF.

Table 14: FACTOR 1- “Empathy & communication” & its pearson’s correlation.
    Item                
    T1 T2 T3 T4 T5 T6 T7 Factor1 Empathy-Communication Total
T1 I greet and introduce myself before starting any communication. Pearson Correlation 1 0.640 0.540 0.452 0.712 0.579 0.501 0.829 0.787
Sig. (2-tailed)   0.000 0.000 0.001 0.000 0.000 0.004 0.000 0.000
T2 I listen actively to others when they talk to me.            Pearson Correlation 0.604 1 0.501 0.364 0.724 0.402 0.403 0.740 0.675
Sig. (2-tailed) 0.000   0.000 0.009 0.000 0.004 0.004 0.000 0.000
T3 I like to discuss my emotions, behaviours and judgement with others. Pearson Correlation 0.540 0.501 1 0.686 0.622 0.507 0.625 0.816 0.787
Sig. (2-tailed) 0.000 0.000   0.000 0.000 0.000 0.000 0.000 0.000
T4 I understand and respect people from different cultures and religions. Pearson Correlation 0.452 0.364 0.686 1 0.477 0.484 0.554 0.723 0.664
Sig. (2-tailed) 0.001 0.009 0.000   0.000 0.000 0.000 0.000 0.000
T5 I feel enthusiasm for learning and improvement. Pearson Correlation 0.712 0.724 0.622 0.477 1 0.496 0.553 0.844 0.846
Sig. (2-tailed) 0.000 0.000 0.000 0.000   0.000 0.000 0.000 0.000
T6 I understand the importance of, and follow the procedures, protocols, rules and the guidelines. Pearson Correlation 0.579 0.402 0.507 0.484 0.496 1 0.631 0.745 0.681
Sig. (2-tailed) 0.000 0.004 0.000 0.000 0.000   0.000 0.000 0.000
T7 I display kindness and respect to others. Pearson Correlation 0.501 0.403 0.625 0.554 0.553 0.631 1 0.768 0.753
Sig. (2-tailed) 0.000 0.004 0.000 0.000 0.000 0.000   0.000  
Factor1 Empathy-Communication Pearson Correlation 0.829 0.740 0.816 0.723 0.844 0.745 0.768 1 0.951
Sig. (2-tailed) 0.000 0.000 0.000 0.000 0.000   0.000   0.000
Total Pearson Correlation 0.787 0.675 0.787 0.664 0.846 0.681 0.753 0.951 1
Sig. (2-tailed) 0.000 0.000 0.000 0.000 0.000 0.000   0.000  
**. Correlation is significant at the 0.01 level (2-tailed).
Table 15:  FACTOR 2 “Skills-respect” & its Pearson’s correlation.
    Item            
    T8 T9 T10 T11 T12 I Factor2 Skills-Respect Total
T8 I always strive to master and refresh skills. Pearson Correlation 1 0.503** 0.599** 0.738** 0.513** 0.859**  
Sig. (2-tailed)   0.000 0.000 0.000 0.000 0.000 0.000
T9 I am motivated to participate actively in the class and in wards. Pearson Correlation 0.503** 1 0.544** 0.522** 0.531** 0.753** 0.654**
Sig. (2-tailed) 0.000   0.000 0.000 0.000 0.000 0.000
T10 I like communicating with others to resolve problems. Pearson Correlation 0.599** 0.544** 1 0.568** 0.300* 0.752** 0.674**
Sig. (2-tailed) 0.000 0.000   0.000 0.036 0.000 0.000
T11 I respect others right to self-determination and consent. Pearson Correlation 0.738** 0.522** 0.568** 1 0.599** 0.870** 0.830**
Sig. (2-tailed) 0.000 0.000 0.000   0.000 0.000 0.000
T12 I serve others by offering help and support when needed. Pearson Correlation 0.513** 0.531** 0.300* 0.599** 1 0.740** 0.614**
Sig. (2-tailed) 0.000 0.000 0.036 0.000   0.000 0.000
Factor2 Skills-Respect Pearson Correlation 0.859** 0.753** 0.752** 0.870** 0.740** 1 0.901**
Sig. (2-tailed) 0.000 0.000 0.000 0.000 0.000   0.000
Total Pearson Correlation 0.800** 0.654** 0.674** 0.830** 0.615** 0.901** 1
Sig. (2-tailed) 0.000 0.000 0.000 0.000 0.000 0.000  
*.Correlation is significant at the 0.05 level (2-tailed), **.Correlations is significant at the 0.01 level (2-tailed).

Another interesting observation is that in our study, item means, Cronbach's alpha, KMO, Inter-Item Covariances and inter-item correlations keep increasing with reducing number of items (Table 16). Cronbach's alpha [44] & KMO are influenced by the number of items and the number of respondents. Reducing either can lead to lower values for both statistics, indicating potential issues with internal consistency and suitability for factor analysis. However, our values kept on going higher and higher with each reduction of the number of items, suggestion a great internal consistency and correlation between remaining items and little internal consistency and correlation with the items removed [45].

Table 16: Comparison of Cronbach’s alpha, KMO, item means and inter-item Covariances and Correlations with reducing number of items.
  32 items 23 items 20 items 12 items
Mean item 4.776 4.866 4.935 5.072
Cronbach’s alpha 0.720 0.858 0.864 0.920
Inter-Item Correlations 0.133 0.208 0.241 0.492
KMO 0.549 0.689 0.702 0.855

This pilot study has generated a 12 items ISUMSAD, which measures the affective domain with excellent reliability and validity. The correlation between items of the same factor, the associated factor and total scale score were found to be either excellent or moderate. This scale has all the qualities of being a good scale and may be used to assess the affective domain of students for various purposes. A larger follow up study is planned to further assess the scale.

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