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FIRST APPROACH OF MOBILE 
APPLICATIONS STUDY FOR MEDICAL 
EDUCATION PURPOSES. 
Laura Briz Ponce 
Juan Antonio Juanes Méndez 
Francisco José García Peñalvo 
This research work is made within University of Salamanca PhD Programme on Education in the Knowledge Society Scope.
INDEX 
• INTRODUCTION 
• INVESTIGATION PROJECT 
– HYPOTHESIS AND OBJECTIVES 
– METHODOLOGY 
– RESOURCES AND PLANIFICATION 
• FIRST RESULTS. 
• CONCLUSION
INTRODUCTION 
• 6.800 mill of users with a mobile 
line 
• More than 1 million of mobile 
applications in each Play Store 
and Apple Store 
GROWTH OF 
MOBILE 
INDUSTRY 
• 51% use smartphone daily1 
• 29% use tablets1 
• 30% use medical apps2. 
GROWTH OF 
USING MOBILE 
PHONES BY 
MEDICAL 
PROFESSIONALS 
• Unawareness of better mobile 
applications 
• Not specialized mandatory 
certification 
• Pricewaterhouse sees this new 
technologies an opportunity for 
medical sector. 
NECESSITY 
2005 2006 2007 2008 2009 2010 2011 2012 2013 
90% 
59% 
115 
110 
105 
100 
95 
90 
85 
60 
50 
40 
30 
20 
10 
0 
Por 100 habitantes 
% médicos que acceden a Información médica 
29% 
Smartphone 
Tablet 
51% 
29% 
% que médicos que posee el dispositivo 
Millones 
Nº líneas móviles en España 
Nº líneas por 100 habitantes 50 mill us. 
Source: Informe Completo de la Comisión Mercado de Telecomunicaciones. 
Source 1I Estudio iDoctus – SEMG (datos de 2012) 
2General Medical Counci research
INDEX 
• INTRODUCTION 
• INVESTIGATION PROJECT 
– HYPOTHESIS AND OBJECTIVES 
– METHODOLOGY 
– RESOURCES AND PLANIFICATION 
• FIRST RESULTS 
• CONCLUSION
INVESTIGATION PROJECT 
Design of the 
Research 
Samples 
Data Collection 
HYPOTHESIS OBJECTIVES HYPOTHESIS OBJECTIVES 
Difussion Research 
INVESTIGATON PROJECT 
Data analysis 
ESTUDY 1 
METHODOLOGY 
Variables 
Instruments 
Population 
ESTUDY 2 
RESOURCES 
PLANIFICATION 
RESEARCH JUSTIFICATION 
PLANIFICATION 
RESOURCES 
REFERENCES 
REFERENCES
INDEX 
• INTRODUCTION 
• INVESTIGATION PROJECT 
– HYPOTHESIS AND OBJECTIVES 
– METHODOLOGY 
– RESOURCES AND PLANIFICATION 
• FIRST RESULTS 
• CONCLUSION
PROJ.INV.: HYPOTHESIS & OBJETIVES 
STUDY 1 STUDY 2 
• The quality protocol offers a quality and trust guaranty 
of the user 
• This protocol can be used in any mobile application 
within the education area. 
• The dimensions considered for the first quality protocol 
are indispensable to have a guaranty and feel 
confident about mobile applications. 
Main Objective: Technology Acceptance from 
students and medical professionals 
•The academic and continuous training are related with the 
usage of mobility learning. 
• The professionals and undergraduate students younger 
have more acceptance of the usage of mobility and the new 
technologies for learning. 
• The undergraduate students have their own mobile device 
(smartphone and/or tablet) and use them as a tool for their 
learning. 
• The medical professionals have a mobile device 
(Smartphone and/or Tablet) and use it as a tool for their 
learning. 
•The medical professionals have a mobile device 
(Smartphone and/or tablet) and use it in their job tasks. 
•Students and medical professions download very few of 
mobile applications for their learning due to the 
unawareness. 
•Students and medical professionals download very few 
mobile applications for their learning due to a lack of trust. 
•There is not a quality certification of mobile applications for 
the medical training area. 
Main Objective: Design of the quality protocol
INDEX 
• INTRODUCTION 
• INVESTIGATION PROJECT 
– HYPOTHESIS AND OBJECTIVES 
– METHODOLOGY 
– RESOURCES AND PLANIFICATION 
• FIRST RESULTS 
• CONCLUSION
PROJ.INV.: METHODOLOGY 
Design Variables & Instruments 
Descriptive-correlational method. 
•STUDY 1: Based in TAM 
•STUDY 2: Practical Experimental 
•STUDY 1: 
•Predictor variables:age, gender, profile, 
ownership mob devices, freq. use 
•Criterio variables: use and acceptance 
•Instrument: Self-administered survey 
•STUDY 2: 
•Predictor variable: profile, behaviour, 
•Criterio variable: dimensins for the protocol 
•Instrument: Observation-Based instrument 
and survey 
•Statistical study to correct mistakes 
•Descriptive univariable study: dispersion measure, 
central tendency measure and shape measure) 
•Discuss the relationship between different variables: 
Pearson correlation, Spearman, contingence tables, 
factorial analysis, etc 
•STUDY 1: 
• Population: Undergraduate medical students 
and Medical professionals 
•Samples: surveys collected 
•STUDY 2: 
•Population: Undergraduate medical students 
and Medical professionals 
•Samples: Participants to validate mob 
application 
Samples & Population Data Collection
INDEX 
• INTRODUCTION 
• INVESTIGATION PROJECT 
– HYPOTHESIS AND OBJECTIVES 
– METHODOLOGY 
– RESOURCES AND PLANIFICATION 
• FIRST RESULTS 
• CONCLUSION
PROJ.INV.: RESOURCES AND PLANIFICATION 
ACTIVIDAD SeptOct NovDic Ene Feb MarzAbr MayJun Jul AgosSeptOct Nov Dic Ene Feb MarzAbr MayJun Jul AgosSeptOct Nov Dic Ene Feb MarzAbr MayJun Jul Agos 
Determinación del problema de investigación (Selección del equipo de investigación) 
Revision bibliográfica 
Asistencia a seminarios/cursos formación investigación 
Preparación del plan de Investigación 
Preparación de las fases de las tesis 
Esquema redacción de la tesis 
Selección de las aplicaciones para el estudio objeto de la investigación 
Establecer las variables externas a tener en cuenta en el modelo TAM del ESTUDIO 1 
Identificación de las muestras del ESTUDIO 1 
Planificación de la ejecución de la encuesta (duración, recursos, día) del ESTUDIO 1 
Descripción de las encuestas TAM para ESTUDIO 1 
Elaboración de la encuesta de contexto del ESTUDIO 1 
Ejecución de la encuesta vía online y en papel del ESTUDIO 1 
Recogida de datos del ESTUDIO 1 
Análisis e interpretación de datos del ESTUDIO 1 
Planificación del ESTUDIO 2 (recursos, duración, día) 
Selección de las dimensiones para el protocolo de calidad borrador 
Preparación de los recursos materiales necesarios para el ESTUDIO 2 
Redactar el guión de tareas a ejecutar para el ESTUDIO 2 
Elaborar la encuesta de pertinencia y adecuación para ESTUDIO 2 
Ejecución del ESTUDIO 2 
Recogida de datos del ESTUDIO 2 
Análisis e interpretación de datos del ESTUDIO 2 
Redacción de las conclusiones 
Elaboración del protocolo definitivo de calidad de aplicaciones 
Identificación de conclusiones finales 
Redacción del informe final 
Difusión congresos y jornadas 
Difusión publicación artículo 
Preparación de presentación oral tesis 
Lectura Tesis 
AÑO 2013-2014 AÑO 2014-2015 AÑO 2015-2016 
D 
E 
F 
I 
N 
I 
C 
I 
Ó 
N 
E 
S 
T 
U 
D 
I 
O 
1 
E 
S 
T 
U 
D 
I 
O 
2 
R 
E 
D 
A 
C 
C 
I 
Ó 
N
INDEX 
• INTRODUCTION 
• INVESTIGATION PROJECT 
– HYPOTHESIS AND OBJECTIVES 
– METHODOLOGY 
– RESOURCES AND PLANIFICATION 
• RESULTS 
• CONCLUSION
RESULTS. STUDY 1 
100% 
80% 
60% 
40% 
20% 
0% 
[I.1] [I.2] [I.3] [I.4] [I.5] [I.6] [I.7] [I.8] [I.9] [I.10] 
% 
Item 
Strongly Disagree Partially Disagree Neither agree nor disagree 
Partially Agree Strongly Agree 
The 68,9% (n=124) 
of the participants 
think that a medical 
mobile applications 
is necessary. 
The 34,3% (n=124) 
of medical 
professionals use 
medical applications 
for education. 
A 5-point Likert 
scale was used 
for the survey. It 
followed the 
Davis model. is. 
25.00% 
20.00% 
15.00% 
10.00% 
5.00% 
0.00% 
Student Médicos 
residentes 
Médicos 
especialistas 
Profesores 
médicos 
Medical applications Medical applications for education 
The range of score is 
within 29 and 38 points.
RESULTS. STUDY 2 
Grupo Control Grupo Experimental
Experimental Group 
Comparative of passed 
participants before and 
after of the test. The EG 
reached an increase of 
60 percentual points 
whereas CG reached 20 
percentual points. 
The EG obtained an increase 
of 155% in mean score, whereas 
CG obtained a 30%. 
RESULTS. STUDY 2 
Control Group. 
1.8 
4.6 
2.5 
3.25 
5 
4 
3 
2 
1 
0 
Score Pre EG Score Post EG Score Pre CG Score Post CG 
Mean Score
INDEX 
• INTRODUCTION 
• INVESTIGATION PROJECT 
– HYPOTHESIS AND OBJECTIVES 
– METHODOLOGY 
– RESOURCES AND PLANIFICATION 
• RESULTS 
• CONCLUSION
CONCLUSION 
• The project investigation is the first step of the 
thesis. 
• 68,9% of participants consider necessary a 
mobile certification 
• The first draft of the quality protocol has the 
suitable dimensions to validate the mobile 
applications.
THANK YOU FOR YOUR 
ATTENTION 
This research work is made within University of Salamanca PhD Programme on Education in the Knowledge Society Scope.

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First approach of mobile applications study for medical Education purposes

  • 1. FIRST APPROACH OF MOBILE APPLICATIONS STUDY FOR MEDICAL EDUCATION PURPOSES. Laura Briz Ponce Juan Antonio Juanes Méndez Francisco José García Peñalvo This research work is made within University of Salamanca PhD Programme on Education in the Knowledge Society Scope.
  • 2. INDEX • INTRODUCTION • INVESTIGATION PROJECT – HYPOTHESIS AND OBJECTIVES – METHODOLOGY – RESOURCES AND PLANIFICATION • FIRST RESULTS. • CONCLUSION
  • 3. INTRODUCTION • 6.800 mill of users with a mobile line • More than 1 million of mobile applications in each Play Store and Apple Store GROWTH OF MOBILE INDUSTRY • 51% use smartphone daily1 • 29% use tablets1 • 30% use medical apps2. GROWTH OF USING MOBILE PHONES BY MEDICAL PROFESSIONALS • Unawareness of better mobile applications • Not specialized mandatory certification • Pricewaterhouse sees this new technologies an opportunity for medical sector. NECESSITY 2005 2006 2007 2008 2009 2010 2011 2012 2013 90% 59% 115 110 105 100 95 90 85 60 50 40 30 20 10 0 Por 100 habitantes % médicos que acceden a Información médica 29% Smartphone Tablet 51% 29% % que médicos que posee el dispositivo Millones Nº líneas móviles en España Nº líneas por 100 habitantes 50 mill us. Source: Informe Completo de la Comisión Mercado de Telecomunicaciones. Source 1I Estudio iDoctus – SEMG (datos de 2012) 2General Medical Counci research
  • 4. INDEX • INTRODUCTION • INVESTIGATION PROJECT – HYPOTHESIS AND OBJECTIVES – METHODOLOGY – RESOURCES AND PLANIFICATION • FIRST RESULTS • CONCLUSION
  • 5. INVESTIGATION PROJECT Design of the Research Samples Data Collection HYPOTHESIS OBJECTIVES HYPOTHESIS OBJECTIVES Difussion Research INVESTIGATON PROJECT Data analysis ESTUDY 1 METHODOLOGY Variables Instruments Population ESTUDY 2 RESOURCES PLANIFICATION RESEARCH JUSTIFICATION PLANIFICATION RESOURCES REFERENCES REFERENCES
  • 6. INDEX • INTRODUCTION • INVESTIGATION PROJECT – HYPOTHESIS AND OBJECTIVES – METHODOLOGY – RESOURCES AND PLANIFICATION • FIRST RESULTS • CONCLUSION
  • 7. PROJ.INV.: HYPOTHESIS & OBJETIVES STUDY 1 STUDY 2 • The quality protocol offers a quality and trust guaranty of the user • This protocol can be used in any mobile application within the education area. • The dimensions considered for the first quality protocol are indispensable to have a guaranty and feel confident about mobile applications. Main Objective: Technology Acceptance from students and medical professionals •The academic and continuous training are related with the usage of mobility learning. • The professionals and undergraduate students younger have more acceptance of the usage of mobility and the new technologies for learning. • The undergraduate students have their own mobile device (smartphone and/or tablet) and use them as a tool for their learning. • The medical professionals have a mobile device (Smartphone and/or Tablet) and use it as a tool for their learning. •The medical professionals have a mobile device (Smartphone and/or tablet) and use it in their job tasks. •Students and medical professions download very few of mobile applications for their learning due to the unawareness. •Students and medical professionals download very few mobile applications for their learning due to a lack of trust. •There is not a quality certification of mobile applications for the medical training area. Main Objective: Design of the quality protocol
  • 8. INDEX • INTRODUCTION • INVESTIGATION PROJECT – HYPOTHESIS AND OBJECTIVES – METHODOLOGY – RESOURCES AND PLANIFICATION • FIRST RESULTS • CONCLUSION
  • 9. PROJ.INV.: METHODOLOGY Design Variables & Instruments Descriptive-correlational method. •STUDY 1: Based in TAM •STUDY 2: Practical Experimental •STUDY 1: •Predictor variables:age, gender, profile, ownership mob devices, freq. use •Criterio variables: use and acceptance •Instrument: Self-administered survey •STUDY 2: •Predictor variable: profile, behaviour, •Criterio variable: dimensins for the protocol •Instrument: Observation-Based instrument and survey •Statistical study to correct mistakes •Descriptive univariable study: dispersion measure, central tendency measure and shape measure) •Discuss the relationship between different variables: Pearson correlation, Spearman, contingence tables, factorial analysis, etc •STUDY 1: • Population: Undergraduate medical students and Medical professionals •Samples: surveys collected •STUDY 2: •Population: Undergraduate medical students and Medical professionals •Samples: Participants to validate mob application Samples & Population Data Collection
  • 10. INDEX • INTRODUCTION • INVESTIGATION PROJECT – HYPOTHESIS AND OBJECTIVES – METHODOLOGY – RESOURCES AND PLANIFICATION • FIRST RESULTS • CONCLUSION
  • 11. PROJ.INV.: RESOURCES AND PLANIFICATION ACTIVIDAD SeptOct NovDic Ene Feb MarzAbr MayJun Jul AgosSeptOct Nov Dic Ene Feb MarzAbr MayJun Jul AgosSeptOct Nov Dic Ene Feb MarzAbr MayJun Jul Agos Determinación del problema de investigación (Selección del equipo de investigación) Revision bibliográfica Asistencia a seminarios/cursos formación investigación Preparación del plan de Investigación Preparación de las fases de las tesis Esquema redacción de la tesis Selección de las aplicaciones para el estudio objeto de la investigación Establecer las variables externas a tener en cuenta en el modelo TAM del ESTUDIO 1 Identificación de las muestras del ESTUDIO 1 Planificación de la ejecución de la encuesta (duración, recursos, día) del ESTUDIO 1 Descripción de las encuestas TAM para ESTUDIO 1 Elaboración de la encuesta de contexto del ESTUDIO 1 Ejecución de la encuesta vía online y en papel del ESTUDIO 1 Recogida de datos del ESTUDIO 1 Análisis e interpretación de datos del ESTUDIO 1 Planificación del ESTUDIO 2 (recursos, duración, día) Selección de las dimensiones para el protocolo de calidad borrador Preparación de los recursos materiales necesarios para el ESTUDIO 2 Redactar el guión de tareas a ejecutar para el ESTUDIO 2 Elaborar la encuesta de pertinencia y adecuación para ESTUDIO 2 Ejecución del ESTUDIO 2 Recogida de datos del ESTUDIO 2 Análisis e interpretación de datos del ESTUDIO 2 Redacción de las conclusiones Elaboración del protocolo definitivo de calidad de aplicaciones Identificación de conclusiones finales Redacción del informe final Difusión congresos y jornadas Difusión publicación artículo Preparación de presentación oral tesis Lectura Tesis AÑO 2013-2014 AÑO 2014-2015 AÑO 2015-2016 D E F I N I C I Ó N E S T U D I O 1 E S T U D I O 2 R E D A C C I Ó N
  • 12. INDEX • INTRODUCTION • INVESTIGATION PROJECT – HYPOTHESIS AND OBJECTIVES – METHODOLOGY – RESOURCES AND PLANIFICATION • RESULTS • CONCLUSION
  • 13. RESULTS. STUDY 1 100% 80% 60% 40% 20% 0% [I.1] [I.2] [I.3] [I.4] [I.5] [I.6] [I.7] [I.8] [I.9] [I.10] % Item Strongly Disagree Partially Disagree Neither agree nor disagree Partially Agree Strongly Agree The 68,9% (n=124) of the participants think that a medical mobile applications is necessary. The 34,3% (n=124) of medical professionals use medical applications for education. A 5-point Likert scale was used for the survey. It followed the Davis model. is. 25.00% 20.00% 15.00% 10.00% 5.00% 0.00% Student Médicos residentes Médicos especialistas Profesores médicos Medical applications Medical applications for education The range of score is within 29 and 38 points.
  • 14. RESULTS. STUDY 2 Grupo Control Grupo Experimental
  • 15. Experimental Group Comparative of passed participants before and after of the test. The EG reached an increase of 60 percentual points whereas CG reached 20 percentual points. The EG obtained an increase of 155% in mean score, whereas CG obtained a 30%. RESULTS. STUDY 2 Control Group. 1.8 4.6 2.5 3.25 5 4 3 2 1 0 Score Pre EG Score Post EG Score Pre CG Score Post CG Mean Score
  • 16. INDEX • INTRODUCTION • INVESTIGATION PROJECT – HYPOTHESIS AND OBJECTIVES – METHODOLOGY – RESOURCES AND PLANIFICATION • RESULTS • CONCLUSION
  • 17. CONCLUSION • The project investigation is the first step of the thesis. • 68,9% of participants consider necessary a mobile certification • The first draft of the quality protocol has the suitable dimensions to validate the mobile applications.
  • 18. THANK YOU FOR YOUR ATTENTION This research work is made within University of Salamanca PhD Programme on Education in the Knowledge Society Scope.