- Research article
- Open Access
- Open Peer Review
The images of psychiatry scale: development, factor structure, and reliability
© Stuart et al.; licensee BioMed Central Ltd. 2014
- Received: 20 February 2014
- Accepted: 13 November 2014
- Published: 11 December 2014
This analysis is based on a survey questionnaire designed to describe medical educators’ views of psychiatry and psychiatrists. Our goals in this paper were to assess the psychometric properties of the survey questions by (a) using exploratory factor analysis to identify the basic factor structure underlying 37 survey items; (b) testing the resulting factor structure using confirmatory factor analysis; and (c) assessing the internal reliability of each identified factor. To our knowledge, this is the first attempt to use these techniques to psychometrically assess a scale measuring the strength of stigma that medical educators attached to psychiatry.
Survey data were collected from a random sample of 1,059 teaching faculty in 23 academic teaching sites in 15 countries. We conducted exploratory and confirmatory factor analysis to identify the scale structure and Cronbach’s alpha to assess internal consistency of the resulting scales.
Results showed that a two-factor solution was the best fit for the data. Following exploratory factor analysis, we conducted confirmatory factor analysis on a split half of the sample. Results highlighted several items with low loadings. Excluding factors with low correlations and allowing for several correlated variances resulted in a good fitting model explaining 95% of the variance in the data.
We identified two unidimensional scales. The Images Scale contained 11 items measuring stereotypic content concerning psychiatry and psychiatrists. The Efficacy of Psychiatry Scale contained 5 items addressing perceptions of the challenges and effectiveness of psychiatry as a discipline.
- Medical educators
- Images of psychiatry scale
- Efficacy of psychiatry scale
Psychiatry has a problem with its image such that difficulty recruiting medical students into psychiatry has emerged as an important problem , being referred to by some as a “Sisyphean task” . Studies carried out in different parts of the world—both developing and developed countries—indicate that medical students do not consider psychiatry as a desirable career choice -. In a survey of 655 students from 6 Australian medical schools, for example, psychiatry was identified as the least respected specialty and the least likely to be identified as a career choice . In the Kingdom of Bahrain, only four of 140 (2.9%) medical students who completed the survey questionnaire from the Arabian Gulf University selected psychiatry as their first choice—the lowest of any specialty . Similar proportions have been identified in the United States and the United Kingdom ,. In a large 20-country study, 4.5% of the medical students surveyed indicated they were likely to choose psychiatry as a career .
Most countries have a shortage of psychiatrists and many rely heavily on international graduates ,. In New Zealand, for example, the ratio of psychiatrists to population is 1 to 14,880; considerably lower than the often-cited benchmark of 1:10,000 . In 53% of countries reporting to the World Health Organization, covering 69% of the world’s population, there is less than one psychiatrist per 100,000 population. This includes all countries in the South-East Asia Region and 96% of those in the African Region in which there is often no more than one psychiatrist per million population .
The bulk of research in this area has focused on the attitudes of medical students. Criticisms made by medical students are that psychiatry is too narrow in scope; it does not draw on all aspects of medical training; it is ineffective, unscientific and too emotionally demanding; and psychiatrists are unattractive role models. These negative attitudes persist even after contact with psychiatric educators and clinical rotations ,-.
Research has demonstrated that a proportion of medical students will change their career choices due to negative comments (“badmouthing”) from mentors and peers. In a survey of 1,114 senior students, three quarters had heard some badmouthing about their career choice and 17% indicated that they had decided against their initial career choice because of negative comments that they heard about it. In over half of the cases, badmouthing was identified as coming from teaching faculty . This research suggests that the attitudes of medical educators may be an important and understudied source of stigma against psychiatry as a career choice.
A review of the literature indicated that there were no psychometrically validated scales to measure medical educators attitudes. Therefore, we developed a pool of 37 Likert-type survey questionnaire items to describe medical educators’ views of psychiatry and psychiatrists. (We originally had 39 items but two items pertaining to psychiatric rotations were eliminated, as rotations were not offered in all of the countries participating in the study.) Given the lack of psychometrically tested instruments measuring attitudes of teaching faculty, and the importance of understanding medical educators views as a potential barrier to recruitment of psychiatrists, our goals in this paper were to: (a) identify the basic factor structure underlying the 37 items using an exploratory factor analysis; (b) test the resulting factor structure using a confirmatory factor analysis; and (c) assess the internal reliability of each identified scale. To our knowledge, this is the first attempt to psychometrically assess a scale to assess medical educators’ attitudes toward psychiatry and psychiatrists.
This study was conducted as part of the scientific activities of the World Psychiatric Association’s Stigma and Mental Health Scientific Section. It was developed with the participants attending an international course on leadership skills for young psychiatrists in Asian/Pacific countries organized by the Association for the Improvement of Mental Health Programs, a not-for-profit organization in Geneva. Individuals attending the course agreed to participate in a research study in order to develop and improve their research skills. Subsequently several young psychiatrists from Europe petitioned to join the research group. Each participant functioned as the lead site investigator and was responsible for obtaining appropriate institutional approvals, conducting or coordinating the translation and back translation of the survey, and coordinating data collection.
Data were collected from 23 academic teaching sites in 15 countries: Belarus, China, Croatia, India, Indonesia, Iran, Japan, Portugal, Romania, Russia, Scotland, Singapore, Thailand, Turkey, and the Ukraine. The average response rate was 65% (1060 of 1629), with site-specific response rates ranging from 42% to 100% and sample sizes ranging from 25 to 169.
In each participating site, all non-psychiatric medical educators were enumerated from staff directories and their career stage (early, middle, or late) was determined. Individuals were considered to be in the early stage of their career if they were Lecturers, Assistant Professors, under ten years in practice, or under 40 years old. They were defined as in mid career if they were Associate Professors, had been in practice 11-25 years, or were 41-55 years old. Individuals were considered to be in late career if they were Full Professors, Emeritus Professors, in practice more than 25 years, or over the age of 56 years. A stratified random sample of 10 faculty members from each career stage (representing approximately 20% of teaching faculty overall) was then drawn from each site. Some sites over-sampled to support more detailed country-specific analyses. More detailed information on the methods and descriptive results can be found elsewhere .
Our work was informed by three survey instruments, all of which measured attitudes of medical students: The ATP 30 scale developed by Burra and colleagues in 1982 , the 39-item questionnaire developed by Balon and colleagues in 1999 , and its predecessor, a 22-item questionnaire originally developed by Nielsen and Eaton in 1981 . Only the ATP 30 had been psychometrically tested. Split-half reliability was high (0.9) and the six-week test-retest reliability in a control sample of first year medical students was 0.87.
Genesis of scale items
Revised items for analysis and item number (total items for each construct)
Perceptions of psychiatry as a discipline (n = 5)
Item 1: Psychiatry is unscientific.
Psychiatry has very little scientific information to go on .
Psychiatry is so unscientific that even psychiatrists can’t agree as to what its basic applied sciences are .
Item 2: Psychiatry is a rapidly expanding frontier of medicine.
Psychiatry is attractive as a discipline because it is more intellectually comprehensive than other medical careers; it involves many fields of study including biology, psychology, sociology, history, philosophy and literature .
Item 3: Psychiatry is intellectually challenging.
Psychiatry is not a genuine and valid branch of medicine .
Item 4: Psychiatry is not a genuine and valid branch of medicine.
On average, psychiatrists make as much money as most other doctors .
Item 5: On average, psychiatrists make less money than other specialists.
On average, psychiatrists make less money than other physicians .
Perceptions of psychiatric treatments (n = 7)
Psychiatric research has made good strides in advancing care of the major mental disorders .
Item 6: Psychiatric treatments are not evidence based.
In recent years psychiatric treatment has become quite effective .
Item 7: Psychiatric treatments are as effective as treatments in other branches of medicine.
Psychiatric hospitals have a specific contribution to make to the treatment of the mentally ill .
Item 8: Psychiatric patients should be treated in specialized facilities.
Psychiatric treatment is helpful to most people who receive it .
Item 9: Most people who receive psychiatric treatment find it helpful.
With the forms of therapy now at hand most psychiatric patients improve .
There is very little that psychiatrics can do for their patients .
Item 10: There is very little psychiatrists can do for their patients.
Psychiatric hospitals are little more than prisons .
Item 11: Psychiatric hospitals are little more than prisons.
Item 12: Psychiatrists have too much power over their patients.
Perceptions of psychiatrists as role models (n = 5)
Most psychiatrists are clear, logical thinkers .
Item 13: Most psychiatrists are not clear, logical thinkers.
Psychiatrists are fuzzy thinkers .
Attending psychiatrists during my psychiatry rotation were good role models .
Item 14: Psychiatrists are not good role models for medical students.
Psychiatrists understand and communicate with people better than the average physician .
Item 15: Psychiatrists are difficult to talk to.
Psychiatry is too analytical, theoretical, and psychodynamic, and not attentive enough to patients’ physiology .
Item 16: Psychiatrists are not attentive enough to physiology.
Psychiatry is a discipline filled with international medical graduates whose skills are of low quality .
Item 17: Psychiatry is filled with people whose medical skills are of low quality.
Perceptions of psychiatry as a career (n = 7)
Friends and fellow students discouraged me from entering psychiatry 
Item 18: I would encourage a bright student to enter psychiatry.
If a student is interested in psychiatry as a career, other students or faculty will try to dissuade him or her .
Psychiatry has a low prestige among the general public .
Item 19: Psychiatry has low prestige among other medical disciplines.
Psychiatry has high status among other medical disciplines .
Psychiatry is a respected branch of medicine .
At times it is hard to think of psychiatrists as equal to other doctors .
Within medicine, psychiatry has high status .
Item 20: Many students at this medical school are interested in pursuing psychiatry as a career.
Many people who could not obtain a residency position in other specialties eventually enter psychiatry .
Item 21: Students who could not obtain a residence position in other specialties eventually end up in psychiatry.
On the whole, people taking up psychiatric training are running away from participation in real medicine .
Psychiatrists tend to be at least as stable as the average doctor .
Item 22: Students are generally attracted to psychiatry because of their own personal problems.
Most nonpsychiatric faculty and house staff at my medical school are critical of psychiatry .
Item 23: My colleagues generally speak well of psychiatry.
Item 24: Entering psychiatry is a waste of medical education.
Perceptions of psychiatric patients (n = 7)
Psychiatrists get less satisfaction from their work than other specialists .
Item 25: Working with psychiatric patients is rewarding.
I feel uncomfortable with mentally ill patients .
Item 26: Psychiatric patients are emotionally draining.
Item 27: Psychiatric patients tend to be violent and unpredictable.
Item 28: Psychiatric patients are highly appreciative of the care they receive.
Item 29: Psychiatric patients should be treated in specialized facilities away from general hospitals.
Psychiatric patients are often more interesting to work with than other patients .
Item30: Psychiatric patients are often more interesting to work with than other patients.
Psychiatric illness deserves at least as much attention as physical illness .
Item 31: Psychiatric illnesses deserve at least as much attention as physical illnesses.
Perceptions of Psychiatric Training (n = 6)
Teaching of psychiatry at my medical school is interesting and of good quality .
Item 32: Psychiatric teaching at this medical school is of the highest quality.
The majority of students report that their psychiatric undergraduate training has been valuable .
Item 33: Students at this medical school think that their psychiatric training has been valuable.
Item 34: Less time should be spent in the medical curriculum teaching psychiatry to medical students.
Item 35: Psychiatric rotations are well structured and informative.
Psychiatry is so amorphous that it cannot really be taught effectively .
Item 36: Psychiatry is so vague and imprecise it cannot really be taught effectively.
These days psychiatry is the most important part of the curriculum in medical schools .
Item 37: Psychiatric rotations should not be mandatory.
Following the scoring approach recommended by Ballon et al. to avoid non-committal response sets , items were rated on a 4-point Likert type agreement scale ranging from strongly agree to strongly disagree, with no neutral option. Several items were reversed to avoid response patterns. To minimize social desirability bias, respondents were asked what they thought others in their medical school would endorse. This approach, originally recommended by Link and Cullen , has been used extensively in population studies of stigma to minimize social responsibility biases that can emerge when asking people to make declarations of personal prejudices.
Items were translated and back translated by bilingual investigators in each setting. In some sites this was done by a single individual, and in others, by a small group. Two authors (HS and NS) independently reviewed the back translations for comparability to the original scale.
Data management and analysis
Completed surveys were returned via email (scanned .pdf files) or by courier to Queen’s University, Canada, where they were entered and analyzed. Queen’s University Health Sciences and Affiliated Teaching Hospitals Research Ethics Board granted ethics clearance. In addition, some study sites also obtained local ethics reviews and clearances.
We first conducted an exploratory factor analysis. Because the results of exploratory factor analysis may not be replicable in a new sample (there is a tendency for models to over-fit the data), we randomly split the sample. Exploratory factor analysis was conducted on the first half of the sample and confirmatory factor analysis was conducted on the second half. Osborne and Fitzpatrick  refer to this as internal replication and recommend that researchers examine their exploratory factor analysis solutions using replication samples to determine the extent to which their solutions are likely to be robust. Items with strong loadings in the exploratory analysis may not load strongly in the confirmatory analysis and so may need to be dropped once the confirmatory factor analysis is completed.
Because the survey items were ordinal, we performed principal components factor analysis using the polychoric correlation matrix and varimax rotation. We examined eigenvalues (1.0 or greater), scree plots, and factor loadings to select two potential factors. Once the factors were selected we conducted two confirmatory factor analyses on the remaining half of the sample with structural equation modeling using Stata 13  following the procedures described by Acock . In the confirmatory factor analysis, we allowed for correlation between the factors as this occurs frequently even when varimax rotation has been used in the exploratory analysis to identify uncorrelated factors . We examined a variety of goodness of fit statistics to assess the appropriateness of the model to the data. We eliminated items with poor factor correlations (under 0.4) and respecified the model based on model indices statistics. To obtain a better fitting model, we conducted a second confirmatory factor analysis allowing for correlated error variances between items within a scale whenever the modification indices were 10 or higher on the assumption that highly correlated items may also have correlated errors. We examined the wording of all correlated items to ensure that they made conceptual sense. We used Cronbach’s alpha to assess internal reliability of the resulting scales.
Unweighted % (n)
Factor loadings from the exploratory factor analysis (EFA), the confirmatory factor analysis (CFA) and the confirmatory model respecified (CFA2)
(N = 343)
(N = 415)
(N = 419)
Factor 1: Image of Psychiatry
1. Psychiatry is unscientific. (R)
2. Psychiatry is not a genuine and valid branch of medicine. (R)
3. Psychiatric treatments are not evidence-based. (R)
4. There is very little psychiatrists can do for their patients. (R)
5. Psychiatric hospitals are little more than prisons.
6. Most psychiatrists are not clear, logical thinkers.
7. Psychiatrists are not good role models for medical students.
8. Psychiatrists are difficult to talk to.
9. Psychiatrists are not attentive enough to physiology.
10. Psychiatry is filled with people whose medical skills are of low quality. (R)
11. Psychiatry has low prestige among other medical disciplines. (R)
12. Students who could not obtain a residency position in other specialties eventually end up in psychiatry. (R)
13. Students are generally attracted to psychiatry because of their own personal problems. (R)
14. My colleagues generally speak well of psychiatry.
15. Entering psychiatry is a waste of medical education. (R)
16. Psychiatry is so vague and imprecise it cannot really be taught effectively. (R)
Factor 2: Efficacy of Psychiatry
1. Psychiatry is a rapidly expanding frontier of medicine.
2. Psychiatric treatments are as effective as treatments in other branches of medicine.
3. Most people who receive psychiatric treatment find it helpful.
4. I would encourage a bright student to enter psychiatry.
5. Working with psychiatric patients is rewarding.
6. Psychiatric patients are highly appreciative of the care they receive.
7. Psychiatric teaching at this medical school is of the highest quality.
8. Students at this medical school think that their psychiatric training has been valuable.
Items loading on the first factor were those reflecting negative stereotypic images of psychiatry, psychiatrists, and psychiatric residents such as psychiatry is unscientific; students are attracted to psychiatry because of their own problems; or entering psychiatry is a waste of a good education. We designated this scale the Images of Psychiatry Scale. Cronbach’s alpha for the items composing this 16-item scale showed high internal reliability in this sample (.83). The eight items that loaded on the second factor portrayed psychiatry as a rewarding and efficacious branch of medicine, such as psychiatry is a rapidly emerging frontier of medicine; most people who receive psychiatric treatment find it helpful; or working with psychiatric patients is rewarding. We designated this scale the Efficacy of Psychiatry Scale and noted it had acceptable reliability in this sample (alpha = .68). Because we used varimax rotation, the factors were uncorrelated.
Colum 3 of Table 3 summarizes the results of the first confirmatory factor analysis (CFA1) testing a model with two scales with uncorrelated error variances between items. Several of the key goodness of fit statistics indicated that the model was a poor fit for the data. The Chi-square statistic was significant (which often happens in samples over 200), the root mean square error of approximation (RMSEA) was well above the .05 threshold at .10, the comparative fit index of .54 was considerably less that the desired .90 threshold, the standardized root mean squared residual was greater than .05. In addition, 5 items on the Images scale and 3 items on the Efficacy scale had correlations of less than .40. This model explained 96% of the variation in the data.
Column 4 of Table 3 summarizes the results of the second confirmatory factor analysis (CFA2) using the same second half of the sample with a respecified model allowing for correlated errors within scales. The fit of this model was considerably improved. Though the Chi square statistics remained significant (as expected), the Root mean square error of approximation was reduced to .055, the comparative fit index rose to .80, and the standardized root mean squared residual dropped to .13. This model also explained 95% of the variation in the data. Internal consistency was high for the resulting 11-item Images Scale (.82) and acceptable but lower than desirable on the 5-item Efficacy Scale (.61), likely due to the smaller number of items. The final two scales were modestly correlated (.50).
There is growing concern over the shortage of psychiatrists worldwide and many organizations, such as the World Psychiatric Association, the American Psychiatric Association, and the European Psychiatric Association, have attempted to understand the reasons behind low recruitment levels among medical students . For example, Farooq and colleagues recently studied the career plans of 2198 final year medical students in 46 medical schools from 40 countries. Across all countries, 4.5% of students definitely considered psychiatry as a career choice. Women, prior experience with a mental or physical illness, media portrayal of doctors, and positive attitudes to psychiatry were associated with a career choice of psychiatry. In order for the survey to be sufficiently brief to improve response rates, a number of factors, including potentially stigmatizing attitudes towards psychiatry and psychiatrists, were not addressed .
The scales developed in this research can be used to examine the attitudes of medical educators and their effects on psychiatry career choices of medical students, which is an important gap in our knowledge. Prior to this study, a psychometrically tested scale using both exploratory and confirmatory factor analysis did not exist. We identified two unidimensional scales. The first measures stereotypic Images of Psychiatry and psychiatrists. The second measures positive aspects of Efficacy of Psychiatry. The Images Scale was the longer and stronger of the two. As alpha values are influenced by the number of scale items, it is likely that the Efficacy of Psychiatry Scale could be improved in future research with the addition of a broader range of items.
A persistent question faced by those measuring attitudes has been the extent to which responses reflect socially correct responses, as opposed to the more deeply held attitudes that are embedded in our cultural views and more likely to govern behaviours. Link and Cullen have operationalized these deeper attitudes by asking respondents to indicate how they think “most people” would respond to someone with a mental illness. They found that, when asked directly, respondents tended to report idealized responses reflecting cultural norms for politically correct responses. When deeper attitudes were measured, scores were higher, reflecting greater stigma . Based on this research, an important strength of our measurement approach was to ask medical educators to indicate the view that they thought best reflected the attitudes of their colleagues in their medical schools. Similarly, as recommended by Balon and colleagues  we deliberately excluded a neutral category in the agreement scale to avoid non-committal response sets.
A second strength of our approach was that we based our results on a large heterogeneous sample of medical educators drawn randomly from 23 academic settings in 15 countries. Survey items were translated and back translated following a systematic process with final approval from the principal investigators. This means we can have some confidence that these scales will behave well in a wide assortment of samples and educational settings. However, the test sites in this research did not include centres from countries such as Canada, the United States, or Western Europe, where the bulk of this research tends to occur. Also, there were a high number of missing values pertaining to socio-demographic characteristics and medical field, as these were not always obvious from the staff directories. Therefore, future research is needed to assess the usefulness of these instruments in a wider sample of North American and European countries.
Using exploratory and confirmatory factor analyses, we identified two unidimensional scales to measure attitudes of medical educators toward psychiatry and psychiatrists: the Images of Psychiatry Scale (11 items) and the Efficacy of Psychiatry Scale (5 items). These constitute the first psychometrically tested scales to measure attitudes of medical educators—knowledge that is important if we are to better understand the determinants of low recruitment into psychiatry.
This study was funded, in part, by the Association for the Improvement of Mental Health Services, Geneva, Switzerland. The authors would like to acknowledge the support provided by Yakov Kochetkov, Valeriy Krasnov.
The Images Study Group: Valentin Artounian, Daniel M. Bennett, Monica Boer, Cristina Bredicean, Maria Denisenko, Joanna Franz, Catalina Giurgi-Oncu, Ravi Gupta, Tanja Grahovac, Hitoshi Iida, Nikolina Jovanovic, Fransiska Kaligis, Ozge Kilic, Kentaro Kira, Nina Kruk, Ketsiri Liamwanich, João Gama Marques, Chen Min, Eduard Motoescu, Ali-Akbar Nejatisafa, Maria Orlova, Maria Parpara, Alexey Romanov, Costin Emilian Roventa, Daria Smirnova, Kanida Tassniyom, Dan Teodorescu, Dina Tukhvatullina,Phern-Chern Tor, Naoki Uchida, Lidia Nica Udangiu, Emilian Valcu.
- Stampfer H: The recruitment problem in psychiatry: a critical commentary. Educ Res Perspect. 2011, 38 (2): 1-19.Google Scholar
- Brown N, Vassilas C, Oakley C: Recruiting psychiatrists–a sisyphean task?. Psychiatr Bull. 2009, 33: 390-392. 10.1192/pb.bp.108.024638.View ArticleGoogle Scholar
- Malhi G, Parker G, Parker K, Kirkby K, Boyce P, Yellowlees P, Hornabrook C, Jones K: Shrinking away from psychiatry? a survey of Australian medical students’ interest in psychiatry. Aust NZ J Psychiat. 2002, 36: 416-423. 10.1046/j.1440-1614.2001.00991.x.View ArticleGoogle Scholar
- Syed E, Siddiqi M, Doqar I, Hamrani M, Yousafzai A, Zuberi S: Attitudes of Pakistani medical students towards psychiatry as a prospective career: a survey. Acad Psychiatr. 2008, 32: 160-164. 10.1176/appi.ap.32.2.160.View ArticleGoogle Scholar
- Soufi H, Raoof A: Attitude of medical students toward psychiatry. Med Education. 1992, 26: 38-48. 10.1111/j.1365-2923.1992.tb00120.x.View ArticleGoogle Scholar
- Rajagopal S, Rehill K, Godfrey E: Psychiatry as a career choice compared with other specialties. A survey of medical students. Psychiatr Bull. 2004, 28: 444-446. 10.1192/pb.28.12.444.View ArticleGoogle Scholar
- Pan P, Lee P, Lei-Mak F: Psychiatry as compared to other career choices: a survey of medical students in Hong Kong. Med Education. 1990, 24: 251-257. 10.1111/j.1365-2923.1990.tb00009.x.View ArticleGoogle Scholar
- Dmeteo D, Khasakhala L, Ongecha-Owuor F, Kuria M, Mutiso V, Syanda J, Kokonya D: Attitudes toward psychiatry: a survey of medical students at the University of Nairobi, Kenya. Acad Psychiatr. 2008, 32: 154-159. 10.1176/appi.ap.32.2.154.View ArticleGoogle Scholar
- Al-Ansari A, Alsadadi A: Attitude of Arabian gulf university medical students towards psychiatry. Education for Health. 2002, 15 (2): 180-188. 10.1080/13576280210136915.View ArticlePubMedGoogle Scholar
- Farooq K, Lydall G, Malik A, Ndetei D, Group I, Bhugra D: Why medical students choose psychiatry - a 20 country cross-sectional survey. BMC Medical Education. 2014, 14 (12): 1-13.Google Scholar
- Sierles F, Yager J, Weissman S: Recruitment of U.S. medical graduates into psychiatry: reasons for optimism, sources of concern. Acad Psychiatr. 2003, 27: 252-259. 10.1176/appi.ap.27.4.252.View ArticleGoogle Scholar
- Halder N, Hadjidemetriou C, Pearson R, Farooq K, Lydall G, Malik A, Bhugra D: Student career choice in psychiatry: findings from 18 UK medical schools. Int Rev Psychiatr. 2013, 25 (4): 438-444. 10.3109/09540261.2013.824414.View ArticleGoogle Scholar
- Fiorillo A, Del Vecchio V, Luciano M, Sampogna G, Beezhold J: This is why there is hope for psychiatry. World Psychiatry. 2014, 13 (1): 98-99. 10.1002/wps.20110.View ArticlePubMedPubMed CentralGoogle Scholar
- Burvill P: Looking beyond the 1:10,000 ratio of psychiatrists to population. Aust NZ J Psychiat. 1992, 26 (2): 265-269. 10.3109/00048679209072037.View ArticleGoogle Scholar
- Atlas: Country Profiles on Mental Health Resources 2001. 2001, World Health Organization, Geneva, SwitzerlandGoogle Scholar
- Paihez G, Bulbena A, Coll J, Ros S, Balon R: Attitudes and views on psychiatry: a comparison bewteen Spanish and US medical students. Acad Psychiatr. 2005, 29: 82-91. 10.1176/appi.ap.29.1.82.View ArticleGoogle Scholar
- Feifel D, Moutier C, Swerdlow N: Attitudes toward psychiatry as a prospective career among students entering medical school. Am J Psychiat. 1999, 156: 1397-1402.PubMedGoogle Scholar
- Abramowitz M, Bentov-Gofrit D: The attitudes of Israeli medical students toward residency in psychiatry. Medical Psychiatry. 2005, 107: 424-429.Google Scholar
- Hunt D, Scott C, Zhong S, Goldstein E: Frequency and effect of negative comments (“badmouthing”) on medical students’ career choices. Acad Med. 1996, 71: 665-669. 10.1097/00001888-199606000-00022.View ArticlePubMedGoogle Scholar
- Stuart H, Sartorius H, Liinamaa T, Images Study Group: Images of Psychiatry and Psychiatrists. Acta Psychiatr Scand. in pressGoogle Scholar
- Burra P, Kalin R, Leichner P, Waldron J, Handforth J, Jarrett F, Amara I: The ATP 30 - a scale for measuring medical students’ attitudes to psychiatry. Med Education. 1982, 16: 31-38. 10.1111/j.1365-2923.1982.tb01216.x.View ArticleGoogle Scholar
- Balon R, Franchini G, Freeman P, Hassenfeld I, Keshavan M, Yoder E: Medical students’ attitudes and views of psychaitry: 15 years later. Acad Psychiatr. 1999, 23: 30-36.View ArticleGoogle Scholar
- Nielsen AEJ: Medical students’ attitudes and views of psychiatry. Acad Psychiatr. 1981, 38: 1144-1154.Google Scholar
- Link B, Cullen F: Reconsidering the social rejection of ex-mental patients: levels of attitudinal response. Am J Commun Psychol. 1983, 11 (3): 261-273. 10.1007/BF00893367.View ArticleGoogle Scholar
- Osborne J, Fitzpatrick D: Replication analysis in exploratory factor analysis: what it is and why it makes your analysis better. Practical Assessment Research & Evaluation. 2012, 17 (15): 1-8.Google Scholar
- Stata Statistical Software: Release 13. 2013, StataCorp LP, College Station (Texas)Google Scholar
- Acock A: Discovering Structural Equation Modeling Using Stata Revised Edition. 2013, College Station (Texas), StataCorp LPGoogle Scholar
- Gerbing D, Anderson J: An updated paradigm for scale development incorporating unidimensionality and its assessment. J Marketing Res. 1988, 25 (2): 186-192. 10.2307/3172650.View ArticleGoogle Scholar
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.