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Erschienen in: BMC Public Health 1/2018

Open Access 01.12.2018 | Research article

Popularity and impact of using smart devices in medicine: experiences in Saudi Arabia

verfasst von: Sameer Al-Ghamdi

Erschienen in: BMC Public Health | Ausgabe 1/2018

Abstract

Background

The present study aimed to investigate smart device medical apps currently preferred by physicians in Saudi Arabia and the perceived impact of the apps on patient care.

Methods

Questionnaires for this cross-sectional study on smart device medical apps were randomly emailed to 384 physicians registered in the Saudi Commission of Health Specialists database. A total of 300 physicians returned completed questionnaires, with a response rate of 78.5%. Physician demographics and their perceptions of medical apps were assessed, including questions on the purpose, impact, and types of medical apps used. Questions were answered using a Likert scale (1 = strongly disagree, 2 = disagree, 3 = not sure, 4 = agree, and 5 = strongly agree).

Results

Study subjects had a median age of 39 years (57.7% male). Most respondents (88.3%) had smart devices, and 86.3% had at least one medical app installed. Just over half used an app at least once a day (53.0%). Medical apps were positively perceived, with physicians reporting increased dependency on the apps (Likert score: 4.7 ± 0.5).

Conclusion

Medical apps were perceived to positively impact education, physician efficiency, and patient care.
Hinweise

Electronic supplementary material

The online version of this article (https://​doi.​org/​10.​1186/​s12889-018-5465-y) contains supplementary material, which is available to authorized users.

Background

The use of smart device applications (apps) in the medical setting has been steadily increasing in recent years [1, 2]. This is generally beneficial because smart device medical app use has been shown to increase physician productivity [14], efficiency [3, 57], and accuracy [3, 6, 8, 9] and to improve patient access to medical care [3, 10]. However, medical apps have received both positive and negative reviews from practicing physicians [10]. Therefore, identifying the best app was important. Medscape, UpToDate, Lexicomp, and Epocrates have received positive ratings and are most commonly used by healthcare workers [11]. In contrast, other applications were poorly rated because of low performance that did not meet healthcare workers’ needs. Some issues raised include app reliability [12, 13] and diagnostic accuracy [1217], along with patient health disparities and poor health knowledge [18].
Smart phone medical apps are considered a major improvement to medicine, particularly in heavily populated countries [1, 3], which can be socioeconomically diverse. Saudi Arabia’s population is also socioeconomically diverse and many people cannot afford medical insurance or to pay for their medical care directly. Because medical apps improve physician efficiency [3, 5, 6] and productivity [14], they may help reduce hospital congestion, improve access to medical care, and reduce medical care costs. Therefore, it is important to understand how medical apps can improve patient healthcare and which apps will be most useful to specific healthcare systems. Here, we examine current physician use of smart device medical apps in Saudi Arabia and their perceived impact on patient care.

Methods

Sample and procedures

All data were collected using an anonymous questionnaire based on a previously published study [19]. Names of potential study participants were obtained from the Saudi Commission of Health Specialties database. Physicians were randomly selected using a simple random sampling method implemented with a computer random number generator. Invitations to participate in the study were sent by email to the addresses in the database.
In order to ensure that the sample was highly representative of the study population, the sample size was calculated according to the following formula (OpenEpi 2017): n = [DEFF*Np(1-p)]/[(d2/Z21-α/2*(N-1) + p*(1-p)], where n = the calculated sample size, N = the total study population size (86,756 physicians [20]), DEFF = design effect (for cluster surveys, 1%), p = hypothesized %frequency of the outcome factor in the population (considered to be 50%), and d = the confidence limits as ±percent of 100 (5%). According to this formula, the sample size was calculated to be 382. Invitations to participate in the study were sent to 384 medical practitioners. A total of 300 physicians returned completed questionnaires, with a response rate of 78.5%.
The study questionnaire consisted of several parts. Part 1 collected participants’ demographic data, including age, gender, whether or not a mobile device was used, whether or not medical apps were installed on a smart device, the purpose of installed medical apps, and whether or not their hospital/institute recommended specific medical apps. Part 2 assessed the participants’ perception of smart device medical apps. Part 3 assessed the impact of medical apps on clinical training and practice. Part 4 evaluated what medical apps were used. Responses to questions in parts 2–4 were based on a 5-point Likert scale: 1 = strongly disagree, 2 = disagree, 3 = not sure, 4 = agree, and 5 = strongly agree. Questionnaires that were only partially completed were not included in the analysis (Additional file 1).

Inclusion criteria

Being a licensed physician registered in the Saudi Commission of Health Specialties database and willing to participate in the study were the inclusion criteria of the study, and the questionnaire was in English.

Statistical analysis

Data were analyzed using SPSS statistical software (version 21, SPSS, Inc., Chicago, IL, USA). Subject characteristics are presented as frequencies (percentage). Quantitative Likert scale data are presented as mean ± standard deviation.

Ethical considerations

This prospective, cross-sectional study was reviewed and approved by the Deanship of Scientific Research at Prince Sattam bin Abdulaziz University (No. 2017/03/3361). The study did not involve any medical examination, surgical procedure, or collection of personal health information. Therefore, completing and returning the questionnaire was considered as provision of informed consent to participate in the study. The study was conducted in adherence to the tenets of the Declaration of Helsinki.

Results

Demographic characteristics of and smart device use by physicians in Saudi Arabia

Study subjects had a median age of 39 years (range: 26–67 years), and 57.7% subjects were male. Additionally, 43.0% of subjects were resident medical physicians, 33% were registrars, 12.3% were senior registrars, and 11.7% were consultants.
Approximately 88.3% of subjects used smart devices. All participants were aware that medical apps are available for smart devices and 86.3% had medical apps installed on their smart devices. Additionally, 88% of subjects reported that their hospital/institute recommended a specific medical app for their device. Participants reported using installed medical apps at least once a day (53.0%), at least once a week (35.3%), or less than once per month (11.7%, Table 1).
Table 1
Demographic characteristics of and smart device use by physicians in Saudi Arabia (n = 300 subjects)
 
Number
Percent
Gender
Male
173
57.7
Female
127
42.3
Medical rank
Resident
129
43.0
Registrar
99
33.0
Senior registrar
37
12.3
Consultant
35
11.7
Are you using smart devices?
No
35
11.7
Yes
265
88.3
Are you aware of the availability of medical apps on smart devices?
Yes
300
100.0
Have you installed medical apps on your smart device?
No
41
13.7
Yes
259
86.3
Has your hospital/institution ever recommended that you obtain a specific medical app for your mobile phone?
No
36
12.0
Yes
264
88.0
Frequency of use of installed medical apps
≥once/day
159
53.0
≥once/week
106
35.3
≤once/month
35
11.7

Purpose of using installed smart device medical apps and frequency of use of installed medical apps

Installed smart phone medical apps were most commonly used for revision of medical knowledge (82.3%), for presentation preparation (75.3%), during ward rounds (71%), for medical information look-up (70%), for medical news updates (70%), for clinical skills guidance (69.7%), and for medical journal viewing (68.7%). Other usages included viewing of medication and drug guides (65%), preparing for exams (65.7%), and viewing of general clinical textbooks (53.3%). Approximately 12% of medical practitioners reported that they did not have a medical app installed (Table 2).
Table 2
Purpose for using installed smart device medical apps (n = 300 physicians)
 
Number
Percent
Reviewing medical knowledge
247
82.3
Preparing presentations
226
75.3
During ward rounds
213
71.0
Reading medical news
210
70.0
Looking up medical information
210
70.0
Clinical skills guide
209
69.7
Reading medical journals
206
68.7
Exam preparation
197
65.7
Medication or drug guide
195
65.0
General clinical textbook
160
53.3
I do not have medical apps
36
12.0
Female medical practitioners at junior, registrar, or below ranks used installed medical apps at least daily or once a week compared with their counterparts with chi-square = 47.265, p < 0.001; age with the chi-square = 318.273, p < 0.001; and medical rank with the chi-square = 374.4, p < 0.001, respectively, as shown in Table 3.
Table 3
Gender and medical rank with the frequency of use of installed medical apps
 
Frequency of use of installed medical apps
Total
Chi-square test
df
p-value
At least once a day
At least once a week
Less than once a month
Gender
Male
66
72
35
173
47.265
2
.000
Female
93
34
0
127
Medical rank
Resident
94
35
0
129
374.400
6
.000
Registrar
65
34
0
99
Senior registrar
0
37
0
37
Consultant
0
0
35
35
Age
< 30 years
51
1
0
52
318.273
6
.000
30–39 years
42
35
1
78
40–49 years
64
70
0
134
> 50 years
2
0
34
36
Total
159
106
35
300
   
The majority of medical practitioners agreed or strongly agreed that medical apps are easy to obtain (mean Likert score = 4.8 ± 0.4); they are looking to obtain more medical apps in the future (4.7 ± 0.5); they would recommend using medical apps to other medical practitioners (4.7 ± 0.5); they do most of their medical learning using medical apps (4.3 ± 1.0); medical apps are essential tools for undergraduate medical students (4.7 ± 0.5); and medical apps are superior to medical textbooks (4.3 ± 0.8). Practitioners also favored medical apps by saying that they are as good as medical books (4.7 ± 0.5); medical apps can replace medical books (4.7 ± 0.5); medical apps supplement medical books (4.6 ± 0.7); medical apps provide useful point-of-care medical information (4.8 ± 0.52); and medical apps use is not dangerous for patient care (4.6 ± 0.6).

Perceptions of smart device medical apps and its impact on clinical practice

The majority of providers disagreed with or were not sure if medical apps are inferior to medical textbooks (3.1 ± 1.7). The same was true regarding whether free medical apps are inferior in quality to paid apps (3.2 ± 1.7, Table 4).
Table 4
Physicians’ perceptions of smart device medical apps
 
Frequency
Percent
Mean
SD
Medical apps are easy to obtain
Agree
300
100
4.79
0.408
Strongly agree
  
I am looking to obtain more medical apps in the future
Agree
102
34.0
4.66
0.475
Strongly agree
198
66.0
  
I would recommend the use of medical apps to other medical practitioners
Disagree
3
1.0
4.73
0.506
Agree
71
23.7
  
Strongly agree
226
75.3
  
I do most of my medical learning using medical apps
Disagree
34
11.3
4.32
0.950
Agree
101
33.7
  
Strongly agree
165
55.0
  
Medical apps are essential tools for undergraduate medical studies
Disagree
3
1.0
4.73
0.506
Agree
71
23.7
  
Strongly agree
226
75.3
  
Medical apps are superior to medical textbooks
Not sure
66
22.0
4.33
0.814
Agree
69
23.0
  
Strongly agree
165
55.0
  
Medical apps are as good as medical textbooks
Agree
101
33.7
4.66
0.473
Strongly agree
199
66.3
  
Medical apps are inferior to medical textbooks
Strongly disagree
69
23.0
3.13
1.673
Disagree
70
23.3
  
Not sure
37
12.3
  
Strongly agree
124
41.3
  
Medical apps can replace medical textbooks
Agree
101
33.7
4.66
0.473
Strongly agree
199
66.3
  
Medical apps supplement medical textbooks
Not sure
34
11.3
4.56
0.689
Agree
64
21.3
  
Strongly agree
202
67.3
  
Medical apps provide useful point-of-care medical information
Disagree
4
1.3
4.75
0.518
Agree
63
21.0
  
Strongly agree
233
77.7
  
Free medical apps are inferior in quality to paid apps
Strongly disagree
66
22.0
3.18
1.677
Disagree
71
23.7
  
Not sure
34
11.3
  
Strongly agree
129
43.0
  
There are no dangers in using medical apps for patient care
Disagree
8
2.7
4.60
0.634
Agree
97
32.3
  
Strongly agree
195
65.0
  
Total
300
100.0
  
A majority of medical practitioners agreed or strongly agreed that medical apps improve clinical decision making (4.7 ± 0.6), save time (4.3 ± 1.1), allow for faster access to national clinical practice guidelines (4.3 ± 1.1), allow for faster access to common laboratory reference values (4.7 ± 0.5), help in making differential diagnoses (3.9 ± 1.3), and perform useful medical-related calculations (e.g., estimate creatinine levels; 4.5 ± 0.7). Additionally, medical apps were thought to be beneficial for allowing faster access to reliable medical knowledge sources (4.8 ± 0.4), faster access to reliable clinical skill sources (4.8 ± 0.4), more accurate medication dosing calculations (4.4 ± 1.0), easier medication dosage calculations (4.6 ± 0.7), and faster access to evidence-based medical practices (4.7 ± 0.7, Table 5).
Table 5
Perceived impact of smart device medical apps on clinical practice
 
Frequency
Percent
Mean
SD
Improve clinical decision-making
Disagree
8
2.7
4.70
0.608
Agree
65
21.7
  
Strongly agree
227
75.7
  
Save time
Disagree
42
14.0
4.26
1.123
Not sure
34
11.3
  
Agree
29
9.7
  
Strongly agree
195
65.0
  
Allow faster access to national clinical practice guidelines
Disagree
41
13.7
4.28
1.106
Not sure
30
10.0
  
Agree
34
11.3
  
Strongly agree
195
65.0
  
Allow faster access to common laboratory reference values
Disagree
5
1.7
4.74
0.543
Agree
64
21.3
  
Strongly agree
231
77.0
  
Help in developing differential diagnoses
Disagree
71
23.7
3.86
1.302
Not sure
65
21.7
  
Strongly agree
164
54.7
  
Perform useful medical related calculations
Not sure
37
12.3
4.52
0.706
Agree
69
23.0
  
Strongly agree
194
64.7
  
Allow faster access to reliable sources of medical knowledge
Agree
71
23.7
4.76
0.426
Strongly agree
229
76.3
  
Allow faster access to reliable sources of clinical skills
Agree
71
23.7
4.76
0.426
Strongly agree
229
76.3
  
Allow accurate calculation of medication dose
Disagree
37
12.3
4.42
0.993
Agree
64
21.3
  
Strongly agree
199
66.3
  
Allow easier calculation of medication dose
Not sure
29
9.7
4.58
0.662
Agree
68
22.7
  
Strongly agree
203
67.7
  
Allow faster access to evidence-based medical practice
Not sure
34
11.3
4.66
0.673
Agree
34
11.3
  
Strongly agree
232
77.3
  
Total
300
100.0
  

Medical apps commonly used

The medical apps most commonly used by medical practitioners were as follows: Medscape (79%), Oxford medical dictionary (74.3%), Skyscape (69.3%), UpToDate (64.7%), Gray’s Anatomy (63.3%), Epocrates (62.7%), Student BMJ (60.7%), Oxford clinical handbooks (59.3%), Prognosis (57%), and iPharmacy (51.3%). Other medical applications commonly used included Pubmed mobile (48.3%), Differential Diagnosis BMJ (38%), Pocket lab values (30%), ECG guide (30.7%), iStethoscope (29.3%), Micromedex (28%), Eponyms (23%), NEJM (13%), MedCalc (14%), Instant ECG (12%), and Diagnosaurus DDx (12%, Table 6).
Table 6
Medical apps used by physicians (n = 300)
 
Responses
 
n
%
Medscape
237
79.0%
Gray’s Anatomy
190
63.3%
UpToDate
194
64.7%
Pubmed Mobile
145
48.3%
Oxford Medical Dictionary
223
74.3%
Epocrates
188
62.7%
Oxford Clinical Handbooks
178
59.3%
Student BMJ
182
60.7%
Skyscape
208
69.3%
Differential Diagnosis BMJ
114
38.0%
iPharmacy
154
51.3%
Prognosis
171
57.0%
Pocket Lab Values
90
30.0%
ECG Guide
92
30.7%
iStethoscope
88
29.3%
Micromedex
84
28.0%
Eponyms
69
23.0%
NEJM
39
13.0%
Instant ECG
36
12.0%
Diagnosaurus DDx
36
12.0%
MedCalc
42
14.0%

Discussion

This study examined the use and perceived impact of smart device medical apps in Saudi Arabia. In agreement with studies in other parts of the world [1, 5, 7, 21], we found that medical apps are generally well perceived and are reported by care providers to improve efficiency, accuracy, and education in the clinical setting. The medical apps that are most relied upon in Saudi Arabia (63.3%–79.0% use) were Medscape, Gray’s Anatomy, UpToDate, and Oxford mobile dictionary. These apps were designed to provide medical definitions, review anatomy, and assist clinicians by providing evidence-based answers to clinical questions. This was similar to trends in the United Kingdom, where 86.2% of surgeons reported using medical apps to access online medical resources [22, 23]. These findings indicate that Saudi Arabian physicians believe that medical app use directly improves patient care.
Medical practitioners in Saudi Arabia also agreed or strongly agreed that medical apps are important for medical educations of students, resident physicians, and more experienced practitioners. This is in agreement with several studies that examined the use of medical apps specifically designed for resident training [1, 3, 2426], continuing medical education [1, 3], and textbook access [1, 3]. Additionally, fast access to medical information was the number one benefit of medical apps reported by students [27], residents [28], and practicing physicians [27]. Resident physicians also commonly use apps to perform medical calculations [28].
The study found that hospitals are also recommending the usage of the medical applications. The finding is similar to Lewis and Wyatt [17, 29] who reported that hospitals are looking for solutions that will aid efficiency both the clinical care and research. The implication of the hospitals recommending use of medical apps is that will increase access to patient records since there are limited desktops at the health care facilities. [30] The study found that there is a significant difference between gender, age, medical rank and frequency of use of installed medical apps. The finding is supported by Rikesh et al., who found that juniors frequently use the medical apps as compared to their seniors and are able to access more information in the medical apps [30]. Medical apps were also accessed by several practitioners for various purposes. The finding is also supported by Rikesh et al. [30], who reported that medical apps are used to access more information related to medicine by health care practitioners.
Our study had several limitations. First, our sample size was relatively small and a study that examines medical app use in a larger group of Saudi Arabian medical practitioners is needed to confirm our findings. Still, our results are in agreement with those found in other regions and provide preliminary information on the benefits of medical apps in Saudi Arabia. Second, our study only examined provider perception of medical apps. Future studies examining regional patient use and perception of medical apps are needed to more completely examine how medical apps impact healthcare. Third, we did not examine differences between urban and rural locations. Because medical apps make care more accessible to patients in rural locations, it would be interesting to examine similarities in and differences between medical app use in urban and rural healthcare locations. Fourth, since temporality of association is a strong criterion for causality, cross-sectional studies cannot prove causality but help to generate causal hypotheses. Lastly, our study did not examine potentially negative impacts of medical app use. Concerns regarding patient safety and confidentiality have been raised [2, 31] and require further investigation.

Conclusion

In conclusion, the use of medical apps seems to be most beneficial to healthcare practitioners in Saudi Arabia because they make up-to-date medical information more readily available. This information may have a direct impact on patient care, largely because of influences on confirming/assigning diagnoses and determining treatment options. Future studies are needed to better quantify the impact of medical app use on patient care (e.g., correct diagnosis rates, time from diagnosis to treatment, and patient care costs). Studies that examine the impact of medical apps on the patient side in Saudi Arabia are also needed.

Acknowledgments

The author wishes to thank Dr. Abdurrahman Al Theyab (Dean of the College of Medicine and Supervisor of the University Hospital of Prince Sattam bin Abdul-Aziz University) for assistance and expert advice pertaining to this study.

Funding

The Deanship of Scientific Research at Prince Sattam bin Abdulaziz University with the ethical no- 2017/03/3361 funded the study.

Availability of data and materials

Data are available upon request from the author.
The study was reviewed and approved by the Deanship of Scientific Research at Prince Sattam bin Abdulaziz University with the ethical no- 2017/03/3361 and written informed consent was obtained from participants.

Competing interests

The author declares that he has no competing interests.

Publisher’s Note

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Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://​creativecommons.​org/​licenses/​by/​4.​0/​), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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.
Literatur
1.
Zurück zum Zitat Mosa ASM, Yoo I, Sheets L. A systematic review of healthcare applications for smartphones. BMC Med Inform Dec Mak. 2012;12:67.CrossRef Mosa ASM, Yoo I, Sheets L. A systematic review of healthcare applications for smartphones. BMC Med Inform Dec Mak. 2012;12:67.CrossRef
2.
Zurück zum Zitat Thomairy NA, Mummaneni M, Alsalamah S, et al. Use of smartphones in hospitals. Health Care Manag (Frederick). 2015;34:297–307. Thomairy NA, Mummaneni M, Alsalamah S, et al. Use of smartphones in hospitals. Health Care Manag (Frederick). 2015;34:297–307.
3.
Zurück zum Zitat Ventola MS. Mobil devices and apps for health care professionals: uses and benefits. Pharm Ther. 2014;39:356–64. Ventola MS. Mobil devices and apps for health care professionals: uses and benefits. Pharm Ther. 2014;39:356–64.
4.
Zurück zum Zitat Ozdalga E, Ozdalga A, Ahuja N. The smartphone in medicine: a review of current and potential use among physicians and students. J Med Internet Res. 2012;14(5):e128.CrossRefPubMedPubMedCentral Ozdalga E, Ozdalga A, Ahuja N. The smartphone in medicine: a review of current and potential use among physicians and students. J Med Internet Res. 2012;14(5):e128.CrossRefPubMedPubMedCentral
5.
Zurück zum Zitat Kiser K. 25 ways to use your smartphone. Physicians share their favorite uses and apps. Minn Med. 2011;94(4):22–9.PubMed Kiser K. 25 ways to use your smartphone. Physicians share their favorite uses and apps. Minn Med. 2011;94(4):22–9.PubMed
6.
Zurück zum Zitat Mickan S, Tilson JK, Atherton H, et al. Evidence of effectiveness of health care professionals using handheld computers; a scoping review of systematic reviews. J Med Internet Res. 2013;15(10):e212.CrossRefPubMedPubMedCentral Mickan S, Tilson JK, Atherton H, et al. Evidence of effectiveness of health care professionals using handheld computers; a scoping review of systematic reviews. J Med Internet Res. 2013;15(10):e212.CrossRefPubMedPubMedCentral
7.
Zurück zum Zitat Nogueira RG, Silva GS, Lima FO, et al. The FAST-ED app: a smartphone platform for the field triage of patients with stroke. Stroke. 2017;48:1278–84.CrossRefPubMed Nogueira RG, Silva GS, Lima FO, et al. The FAST-ED app: a smartphone platform for the field triage of patients with stroke. Stroke. 2017;48:1278–84.CrossRefPubMed
8.
Zurück zum Zitat Divali P, Camosso-Stefinovic J, Baker R. Use of personal digital assistants in clinical decision making by health care professionals: a systematic review. Health Informatics J. 2013;19:16–28.CrossRef Divali P, Camosso-Stefinovic J, Baker R. Use of personal digital assistants in clinical decision making by health care professionals: a systematic review. Health Informatics J. 2013;19:16–28.CrossRef
9.
Zurück zum Zitat Payne KB, Wharrad H, Watts K. Smartphone and medical related app use among medical students and junior doctors in the United Kingdom (UK): a regional survey. BMC Med Inform Dec Mak. 2012;12:121.CrossRef Payne KB, Wharrad H, Watts K. Smartphone and medical related app use among medical students and junior doctors in the United Kingdom (UK): a regional survey. BMC Med Inform Dec Mak. 2012;12:121.CrossRef
10.
Zurück zum Zitat West DM. Improving health care through mobile medical devices and sensors. Center for Technology Innovation at Brookings October. 2013; West DM. Improving health care through mobile medical devices and sensors. Center for Technology Innovation at Brookings October. 2013;
11.
Zurück zum Zitat Boulos MNK, Brewer AC, Karimkhani C, et al. Mobile medical and health apps: state of the art, concerns, regulatory control and certification. Online J Public Health Inform. 2014;5:229.PubMedPubMedCentral Boulos MNK, Brewer AC, Karimkhani C, et al. Mobile medical and health apps: state of the art, concerns, regulatory control and certification. Online J Public Health Inform. 2014;5:229.PubMedPubMedCentral
12.
Zurück zum Zitat O'Neill S, Brady RR. Clinical involvement and transparency in medical apps; not all apps are equal. Color Dis. 2013;15:122.CrossRef O'Neill S, Brady RR. Clinical involvement and transparency in medical apps; not all apps are equal. Color Dis. 2013;15:122.CrossRef
13.
Zurück zum Zitat Visvanathan A, Hamilton A, Brady RR. Smartphone apps in microbiology--is better regulation required? Clin Microbiol Infect. 2012;18:E218–20.CrossRefPubMed Visvanathan A, Hamilton A, Brady RR. Smartphone apps in microbiology--is better regulation required? Clin Microbiol Infect. 2012;18:E218–20.CrossRefPubMed
14.
Zurück zum Zitat Ferrero NA, Morrell DS, Burkhart CN. Skin scan: a demonstration of the need for FDA regulation of medical apps on iPhone. J Am Acad Dermatol. 2013;68:515–6.CrossRefPubMed Ferrero NA, Morrell DS, Burkhart CN. Skin scan: a demonstration of the need for FDA regulation of medical apps on iPhone. J Am Acad Dermatol. 2013;68:515–6.CrossRefPubMed
15.
16.
Zurück zum Zitat Robson Y, Blackford S, Roberts D. Caution in melanoma risk analysis with smartphone application technology. Br J Dermatol. 2012;167:703–4.CrossRefPubMed Robson Y, Blackford S, Roberts D. Caution in melanoma risk analysis with smartphone application technology. Br J Dermatol. 2012;167:703–4.CrossRefPubMed
17.
Zurück zum Zitat Subhi Y, Bube SH, Rolskov Bojsen S, et al. Expert involvement and adherence to medical evidence in medical mobile phone apps: a systematic review. JMIR Mhealth Uhealth. 2015;3:e79.CrossRefPubMedPubMedCentral Subhi Y, Bube SH, Rolskov Bojsen S, et al. Expert involvement and adherence to medical evidence in medical mobile phone apps: a systematic review. JMIR Mhealth Uhealth. 2015;3:e79.CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Kamel Boulos MN. Social media and mobile health (chapter 13, under part B: taking action to create and strengthen health literacy-friendly settings). In: Kickbusch I, Pelikan J, Apfel F, Tsouros A, editors. THE SOLID FACTS - health literacy. Copenhagen: World Health Organization Regional Office for Europe; 2013. p. 63–7. Kamel Boulos MN. Social media and mobile health (chapter 13, under part B: taking action to create and strengthen health literacy-friendly settings). In: Kickbusch I, Pelikan J, Apfel F, Tsouros A, editors. THE SOLID FACTS - health literacy. Copenhagen: World Health Organization Regional Office for Europe; 2013. p. 63–7.
19.
Zurück zum Zitat Murfin M. Know your apps: an evidence-based approach to the evaluation of mobile clinical applications. J Physician Assist Educ. 2013;24:38–40.CrossRefPubMed Murfin M. Know your apps: an evidence-based approach to the evaluation of mobile clinical applications. J Physician Assist Educ. 2013;24:38–40.CrossRefPubMed
21.
Zurück zum Zitat Prgomet M, Georgiou A, Westbrook J. The impact of mobile handheld technology on hospital physicians’ work practices and patient care: a systematic review. J Am Med Inform Assoc. 2009;16:792–801.CrossRefPubMedPubMedCentral Prgomet M, Georgiou A, Westbrook J. The impact of mobile handheld technology on hospital physicians’ work practices and patient care: a systematic review. J Am Med Inform Assoc. 2009;16:792–801.CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat Patel RK, Sayers AE, Patrick NL, et al. A UK perspective on smartphone use amongst doctors within the surgical profession. Ann Med Surg (Lond). 2015;4:107–12.CrossRef Patel RK, Sayers AE, Patrick NL, et al. A UK perspective on smartphone use amongst doctors within the surgical profession. Ann Med Surg (Lond). 2015;4:107–12.CrossRef
23.
Zurück zum Zitat O’Neill KM, Holmer H, Greenberg SL, Meara JG. Applying surgical apps: smartphone and tablet apps prove useful in clinical practice. Bull Am Coll Surg. 2013;98:10–8.PubMed O’Neill KM, Holmer H, Greenberg SL, Meara JG. Applying surgical apps: smartphone and tablet apps prove useful in clinical practice. Bull Am Coll Surg. 2013;98:10–8.PubMed
24.
Zurück zum Zitat Franko OI, Tirrell TF. Smartphone app use among medical providers in ACGME training programs. J Med Syst. 2012;36:3135–9.CrossRefPubMed Franko OI, Tirrell TF. Smartphone app use among medical providers in ACGME training programs. J Med Syst. 2012;36:3135–9.CrossRefPubMed
25.
Zurück zum Zitat Katz-Sidlow RJ, Lindenbaum Y, Sidlow R. Residents’ attitudes toward a smartphone policy for inpatient attending rounds. J Hosp Med. 2013;8:541–2.CrossRefPubMed Katz-Sidlow RJ, Lindenbaum Y, Sidlow R. Residents’ attitudes toward a smartphone policy for inpatient attending rounds. J Hosp Med. 2013;8:541–2.CrossRefPubMed
26.
Zurück zum Zitat Kim B, Ball M. Mobile use in medicine: taking a cue from specialized resources and devices. Ref Lib. 2010;52:57–67. Kim B, Ball M. Mobile use in medicine: taking a cue from specialized resources and devices. Ref Lib. 2010;52:57–67.
27.
Zurück zum Zitat Buchholtz A, Perry B, et al. Smartphone use and perceptions among medical students and practicing physicians. J Mob Technol Med. 2016;5:27–32.CrossRef Buchholtz A, Perry B, et al. Smartphone use and perceptions among medical students and practicing physicians. J Mob Technol Med. 2016;5:27–32.CrossRef
28.
Zurück zum Zitat Jamal A, Temsah M-H, Khan SA, et al. Mobile phone use among medical residents: a cross-sectional multicenter survey in Saudi Arabia. JMIR Mhealth Uhealth. 2016;4:e61.CrossRefPubMedPubMedCentral Jamal A, Temsah M-H, Khan SA, et al. Mobile phone use among medical residents: a cross-sectional multicenter survey in Saudi Arabia. JMIR Mhealth Uhealth. 2016;4:e61.CrossRefPubMedPubMedCentral
30.
Zurück zum Zitat Patel RK, Sayers AE, Patrick NL, Hughes K, Armitage J, Hunter IA. UK perspective on smartphone use amongst doctors within the surgical profession. Ann Med Surg. 2015;4:107–12.CrossRef Patel RK, Sayers AE, Patrick NL, Hughes K, Armitage J, Hunter IA. UK perspective on smartphone use amongst doctors within the surgical profession. Ann Med Surg. 2015;4:107–12.CrossRef
29.
31.
Zurück zum Zitat Buijink AW, Visser BJ, Marshall L. Medical apps for smartphones: lack of evidence undermines quality and safety. Evid Based Med. 2013;18:90–2.CrossRefPubMed Buijink AW, Visser BJ, Marshall L. Medical apps for smartphones: lack of evidence undermines quality and safety. Evid Based Med. 2013;18:90–2.CrossRefPubMed
Metadaten
Titel
Popularity and impact of using smart devices in medicine: experiences in Saudi Arabia
verfasst von
Sameer Al-Ghamdi
Publikationsdatum
01.12.2018
Verlag
BioMed Central
Erschienen in
BMC Public Health / Ausgabe 1/2018
Elektronische ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-018-5465-y

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