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Designing an Electronic Health Information System Integrating Mobile Phone Technology Suitable for a Low and Middle-Income Country CASE STUDY: Curative Care Services in Kenyan Level 5 Hospitals Paul MACHARIA 1 , Maureen INIMAH 1 , Davies KIMANGA 2 1 Ministry of Health, National AIDS & STIs Control Programme 2 Elizabeth Glaser Pediatric AIDS Foundation, Nairobi, Kenya Mailing Address: P.O Box 3966 00100 Nairobi E-mail: [email protected], [email protected], [email protected] ABSTRACT Shortage of healthcare workers (HCWs) hampers treatment outcomes in Sub-Sahara Africa (SSA), there is also a great need for scalable, cost-effective and long-term strategies in curative care services. The benefits of e-Government, the integration of innovative Information and Communication Technologies (ICTs) to conveniently provide access to services are yet to be realized. m-Health is an emerging concept with potential to revolutionize delivery of healthcare, mobile phone technologies potential to change healthcare for the better when used as an enabler to immediate and secure access to critical clinical information when needed in the provision of patient care has not been fully exploited. The study an exploratory research design aims to discover ideas and insights on the use of Electronic Medical Records integrating mobile phone technologies. The research hopes to identify potential problems of EMR system setup and available opportunities for integrating mobile phone technologies relevant to the provision of quality healthcare and treatment outcomes. KEYWORDS e-Health, m-Health, Quality Healthcare, EMRs, Mobile Phone Technologies 1. INTRODUCTION To efficiently provide services, Countries are embracing e-Government, the integration of innovative Information and Communication Technologies (ICTs) in a way that conveniently provides access to services & up-to-date information to its citizens [1]. In leading economies, e-Government has had great success. However, more efforts are needed to realize similar success in developing Countries [2]. Scalable, cost-effective and long-term strategies in preventive and curative care services are greatly needed. Information and Communication Technologies (ICTs), when used in a health system setup, could greatly improve how healthcare is administered in a health facility [3]. e-Health is the enhancement of clinical care through use ICTs in the delivery of treatment, diagnosis and disease management [4]. e-Health could also provide an opportunity to extend healthcare ability to meet patient needs in a manner that supplements traditional delivery of healthcare [5]. The capacity to improve health outcomes Sub- Saharan Africa is greatly hampered by shortage of health workers [6], exchange of clinical data Proceedings of the Third International Conference on Digital Information Processing, E-Business and Cloud Computing, Reduit, Mauritius 2015 ISBN: 978-1-941968-14-7 ©2015 SDIWC 95

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Shortage of healthcare workers (HCWs) hampers treatment outcomes in Sub-Sahara Africa (SSA), there is also a great need for scalable, cost-effective and long-term strategies in curative care services. The benefits of e-Government, the integration of innovative Information and Communication Technologies (ICTs) to conveniently provide access to services are yet to be realized. m-Health is an emerging concept with potential to revolutionize delivery of healthcare, mobile phone technologies potential to change healthcare for the better when used as an enabler to immediate and secure access to critical clinical information when needed in the provision of patient care has not been fully exploited. The study an exploratory research design aims to discover ideas and insights on the use of Electronic Medical Records integrating mobile phone technologies. The research hopes to identify potential problems of EMR system setup and available opportunities for integrating mobile phone technologies relevant to the provision of quality healthcare and treatment outcomes.

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  • Designing an Electronic Health Information System Integrating Mobile Phone

    Technology Suitable for a Low and Middle-Income Country

    CASE STUDY: Curative Care Services in Kenyan Level 5 Hospitals

    Paul MACHARIA1, Maureen INIMAH1, Davies KIMANGA 2

    1Ministry of Health, National AIDS & STIs Control Programme

    2 Elizabeth Glaser Pediatric AIDS Foundation, Nairobi, Kenya

    Mailing Address: P.O Box 3966 00100 Nairobi

    E-mail: [email protected], [email protected], [email protected]

    ABSTRACT

    Shortage of healthcare workers (HCWs) hampers

    treatment outcomes in Sub-Sahara Africa (SSA),

    there is also a great need for scalable, cost-effective

    and long-term strategies in curative care services.

    The benefits of e-Government, the integration of

    innovative Information and Communication

    Technologies (ICTs) to conveniently provide access

    to services are yet to be realized. m-Health is an

    emerging concept with potential to revolutionize

    delivery of healthcare, mobile phone technologies

    potential to change healthcare for the better when

    used as an enabler to immediate and secure access

    to critical clinical information when needed in the

    provision of patient care has not been fully

    exploited. The study an exploratory research design

    aims to discover ideas and insights on the use of

    Electronic Medical Records integrating mobile

    phone technologies. The research hopes to identify

    potential problems of EMR system setup and

    available opportunities for integrating mobile phone

    technologies relevant to the provision of quality

    healthcare and treatment outcomes.

    KEYWORDS

    e-Health, m-Health, Quality Healthcare, EMRs,

    Mobile Phone Technologies

    1. INTRODUCTION

    To efficiently provide services, Countries are

    embracing e-Government, the integration of

    innovative Information and Communication

    Technologies (ICTs) in a way that conveniently

    provides access to services & up-to-date

    information to its citizens [1]. In leading

    economies, e-Government has had great success.

    However, more efforts are needed to realize

    similar success in developing Countries [2].

    Scalable, cost-effective and long-term strategies

    in preventive and curative care services are

    greatly needed. Information and Communication

    Technologies (ICTs), when used in a health

    system setup, could greatly improve how

    healthcare is administered in a health facility [3].

    e-Health is the enhancement of clinical care

    through use ICTs in the delivery of treatment,

    diagnosis and disease management [4]. e-Health

    could also provide an opportunity to extend

    healthcare ability to meet patient needs in a

    manner that supplements traditional delivery of

    healthcare [5].

    The capacity to improve health outcomes Sub-

    Saharan Africa is greatly hampered by shortage

    of health workers [6], exchange of clinical data

    Proceedings of the Third International Conference on Digital Information Processing, E-Business and Cloud Computing, Reduit, Mauritius 2015

    ISBN: 978-1-941968-14-7 2015 SDIWC 95

  • can be bridged by the use of ICTs bringing great

    benefit to healthcare systems and medical

    information sharing [7]. An increase in cheaper,

    efficient and reliable mobile phones avails

    technological opportunities to offer m-Health

    solutions for preventive and curative care

    services in low and middle-income countries [8].

    1.1 Rationale

    The Government of Kenya (GoK) lays a

    strong emphasis on strengthening prevention,

    eradication and control of diseases by

    endeavoring to provide quality healthcare

    services to the whole population [9]. A number

    of policy documents have been formulated to

    operationalize and support implementation of

    quality healthcare through the Ministry of

    Health (MoH) and other relevant Government

    Agencies.

    To improve service delivery in healthcare,

    GoK through the Ministry of Health (MoH) and

    other stakeholders reviewed the First National

    Health Sector Strategic Plan (NHSSP-I) service

    delivery system devising a new strategy that

    makes healthcare effective and accessible to all.

    This new strategy is part of the second National

    Health Sector Strategic Plan (NHSSP-II) that

    proposed different levels of healthcare delivery

    [10].

    The 6 healthcare delivery levels in the Kenyan

    health system are; level 1 a community level

    service delivery point targeting a population of

    up to 5,000 people. Level 2 and level 3

    predominantly handling promotive and

    preventive care in a population of up to 40,000.

    Level 4 service delivery points handles in and outpatient services and is the first level of

    curative care services to a population of up to

    200,000. Level 5 facilities have a broader

    spectrum of curative care services to a

    population of 1,000,000. Level 6 facilities are

    national hospitals providing referrals for all

    specialized services of healthcare [11].

    The service delivery levels integrating all

    health programmes into a single package are

    represented by the Kenya Essential Package for

    Health (KEPH). These levels aim to provide

    interventions that will improve peoples health at every stage of human development [11].

    KEPH defines the six levels of service delivery.

    The levels of care are as shown in figure 1.

    Patient.about.com states that Curative care refers to treatment and therapies provided to a

    patient with the intent to improve symptoms and

    cure the patient's medical problem. Examples of

    curative care include antibiotics, chemotherapy

    or a cast for a broken limb. Level 5 hospitals now referred to as County hospitals are handling

    curative and preventive care in the 47 Counties

    of Kenya. The Level 5 hospitals form part of the

    County level referral services of comprehensive

    healthcare services [12].

    2. RESEARCH DESIGN

    This research applied an exploratory research

    design with a goal to discover ideas and insights

    on the use of Electronic Medical Records

    (EMRs) integrating mobile phone technologies.

    The research would identify potential problems

    Figure 1: Levels of health care delivery in

    the Kenya Package of Health (MoH, 2004)

    Proceedings of the Third International Conference on Digital Information Processing, E-Business and Cloud Computing, Reduit, Mauritius 2015

    ISBN: 978-1-941968-14-7 2015 SDIWC 96

  • of EMR system setup and available

    opportunities for integrating mobile phone

    technologies relevant to quality healthcare and

    health outcomes. The exploratory research was

    conducted to provide a better understanding of a

    patients access to curative care services, document patient flow and map service delivery

    points. Through the research, a conceptual

    model of integrating mobile phone technologies

    on EMRs was developed.

    3. LITERATURE REVIEW

    The use of ICTs in healthcare including

    mobile technologies to provide services could

    transform service delivery. Mobile technologies

    are experiencing rapid advancements, this opens

    up opportunities to integrate the technology to

    existing e-Health services and catalyze the use

    of m-Health in provision of healthcare [13],

    [14].

    In sub-Saharan Africa, communicable,

    maternal, nutritional, and newborn diseases are

    still a leading cause of injuries and premature

    deaths. Although there has been considerable

    decline in communicable diseases in childhood,

    these diseases still account for a large part of

    health losses and public health concerns despite

    the efforts. Malaria and HIV/AIDS still account

    for many losses in this part of Africa, however

    non-communicable diseases including diabetes,

    heart conditions and Cancer have been on the

    increase in the recent past [15].

    In Kenya, HIV/AIDS, lower respiratory

    infections, and malaria contributed highest to

    disease burden in 2010. Underweight in children

    is the leading risk factor in Kenya; other factors

    include non-communicable and nutritional

    causes of death. [16].

    The GoK e-Health strategy is greatly

    dependent on the success of Kenyas Vision 2030, the visions key achievement related to health is to catalyze equitable and affordable

    healthcare at the highest achievable standard. This aligns well with radical changes in clinical

    care which is defined as a comprehensive, ongoing approach to care delivery excellence

    that measurably improves quality, enhances

    service, and reduces costs through the effective

    alignment of people, process, and technology [17]. The use of ICTs in healthcare makes a key

    technology component that will enable clinical transformation.

    e-Health can be defined as a new field in

    healthcare where ICTs are taking a greater role,

    it is the putting to good use the Internet and

    related technologies to connect and facilitate

    provider-to-provider communication and

    provider-to-patient communication in the

    provision of healthcare services. It involves the

    use ICTs to store and manage a patients data and their relevant clinical information [18].

    An EMR system is a computer application

    supporting digitalization of a patients medical history by electronically documenting all

    relevant information to this patients healthcare. EMR systems store and provide for retrieval of

    information on a patients diagnosis, care and treatment [19].

    EMRs have been identified to make relevant

    clinical data available to the providers with

    minimal effort. A patients safety is assured to due to safe storage of their confidential

    information; providers have been noted to be

    efficient and learning on their jobs when

    working in a well setup health information

    system [20]. EMRs should increase a health

    providers ability to access patient data and share confidential records among authorized

    persons [21].

    The EMR can track patients stored data over time, scheduled visits and monitor all relevant

    patient health information which could

    potentially improve the quality of healthcare

    [22]. An EMR captures information in a

    structured way enabling continuous

    Proceedings of the Third International Conference on Digital Information Processing, E-Business and Cloud Computing, Reduit, Mauritius 2015

    ISBN: 978-1-941968-14-7 2015 SDIWC 97

  • improvement in healthcare delivery. System

    interoperability, which is the ability to share data

    with other EMRs is a key component in

    providing quality healthcare. Standards of EMR

    systems setup that include HL7 standard which

    regulates interoperability standards of EMRs

    should be strictly adhered to thus enhancing

    sharing of patient data across systems and

    quality of services [23]. Interoperability among

    EMR systems enables healthcare providers to

    actively interrogate healthcare procedures and

    decisions from shared data thus ensuring quality

    healthcare [24].

    Although EMRs have great potential, there is

    very little literature or studies specifically

    designed to evaluate what already setup systems

    have had to the quality of healthcare, making the

    services affordable and accessible in LMICs.

    Customizing the EMR to meet a communitys culture and health expectations is still in great

    need [25].

    In the recent past mobile phone technologies

    have experienced rapid growth, major

    developments on both hardware and applications

    is creating more opportunities to integrate

    mobile phone technologies into existing e-

    Health services, this is catalyzing the use of m-

    Health in the provision of healthcare [26]. The

    world has over 5 billion mobile phone

    subscribers with over 70% of these residing in

    LMICs making mobile technology a very ideal

    platform in provision of quality healthcare in

    these countries [27].

    As an innovative way to face the challenges in

    health systems in LMICs, m-Health offers an

    opportunity to bridge the gap to barriers

    including shortage of infrastructure, patient data

    being accessible and enough healthcare workers

    to deliver affordable high quality healthcare

    [27]. Bastawrous states that The evolution of mobile phone technology has introduced new

    possibilities to the field of medicine. Combining

    technological advances with medical expertise

    has led to the use of mobile phones in all

    healthcare areas including diagnostics,

    telemedicine and research.

    A number of efforts are already in place to

    harness the many health benefits that could be

    derived from the use of mobile technologies in

    public health in Kenya. In 2011, leading

    research institutes met to deliberate on the

    potential of sharing and using m-Health

    solutions to provide healthcare. The meeting

    also provided an opportunity for successful

    research on the use of technology in healthcare

    to showcase their successes, it was agreed that

    efforts would be made to spearhead turning that

    meeting recommendations to policy [28].

    Bring your own device (BYOD) can be

    described as the trend by employees to use their own devices on the job disrupting the traditional model in which IT had full control

    over corporate productivity tools but also

    driving greater employee productivity through

    increased workplace flexibility [29]. To maximize on the potential benefits of BYOD,

    policy to regulate the use of employee-owned

    mobile devices and how the facility ICT staff

    can support need to be formulated [30].

    An acute shortage of Human Resource for

    Health (HRH) in Kenya like many other LMICs

    significantly hampers GoKs capacity to improve health outcomes and achieve the health

    related MDGs [31]. Although health expenditure

    has improved, there is minimal increase in

    health system resources [32]. The BYOD

    concept could benefit GoKs effort to meet the

    health needs of its population. BYOD can

    reduce the health facility investment costs of

    hardware, this could increase and HCW

    productivity by allowing staff to access a health

    facilitys EMR system remotely and provided needed care.

    To secure EMRs supporting the BYOD

    concept, device provisioning for devices allowed

    to access the system is paramount. The mobile

    devices should be well documented and

    Proceedings of the Third International Conference on Digital Information Processing, E-Business and Cloud Computing, Reduit, Mauritius 2015

    ISBN: 978-1-941968-14-7 2015 SDIWC 98

  • managed by the systems administrators. Policies on data security and privacy should be

    enforced to keep patient data uncompromised

    [33].

    4. RESULTS

    An electronic interview guide was sent to 20

    healthcare providers in March 2014, 16

    providers responded. The participants included 7

    nurses, 5 doctors, 3 clinical officers and 1 social

    worker. Three in every five study participants

    were working or had ever worked in a health

    facility using paper-based health information

    system to record, store and retrieve patient data.

    The study respondents outlined a number of

    issues that would inform the conceptual model

    of the EMR integrating mobile phone

    technologies. 40% of the respondents proposed

    that the EMR system could be used for patient

    diagnosis; 30% of the participants identified data

    storage and the remaining 30% patient records

    retrieval.

    Quality of healthcare could be improved by

    the use of EMRs, the system could enhance

    service delivery efficiency, reduce patient

    waiting time and prevent data loss. One in every

    two participants indicated less time would be

    spent by patients waiting for a service

    encouraging more and more patients to access

    care, healthcare providers will also be able to

    provide care to a larger population.

    On mobile phone integration, study

    respondents identified on-demand availability of

    patient records as very important. Mobile phone

    technologies would address this need. 90% of

    identified access to patient records as the

    greatest advantage. The issue of misplaced

    patient records, a patients laboratory results being mixed up, loss or any other issue that

    makes patient records not to be available will be

    reduced by an reliable EMR system.

    Other benefits of integrating mobile phone

    technologies with the EMRs were noted; over

    40% of participants felt healthcare could be

    scaled up with lean healthcare providers by

    technology enabling remote access of patient

    records from different locations. Patient data

    confidentiality was a big concern among the

    study participants, 60% of respondents feared breach of patient confidentiality if the electronic

    data was accessed by unauthorized persons. To

    secure patient data security features including

    firewall, data encryption and secure wireless

    connection need to be implemented. Challenges

    envisioned by participants in the use of EMRs

    integrating mobile phone technologies included

    health provider skills, power failure, financing

    and related infrastructural needs.

    Computer Server

    Scanner

    Printer

    Firewall

    Phone

    Local Access

    PhoneNetwork Switch

    Remote Access

    Healthcare Provider

    Personal Computer

    Figure 2 above demonstrates a conceptual

    model illustrating the EMR system setup taking

    into consideration health providers needs, concerns and suggestions.

    5. CONCLUSION

    The continuum of healthcare can be well

    supported by an EMR that has interoperability

    capacities allowing multiple health facilities to

    share patients data; this would make it possible for the clinical staff to access a comprehensive

    medical history of their patients. In LMICs,

    healthcare providers are not enough, EMRs

    Figure 2: Conceptual model of an EMR System

    Integrating Mobile Phone Technologies

    Proceedings of the Third International Conference on Digital Information Processing, E-Business and Cloud Computing, Reduit, Mauritius 2015

    ISBN: 978-1-941968-14-7 2015 SDIWC 99

  • integrating mobile phone technologies could

    support the scale up services by available lean

    clinical staff remotely accessing a patients investigation, current medical condition,

    exhibiting symptoms and the healthcare

    providers at the remote locations will be able to

    arrive at diagnosis and relay their results back

    increasing healthcare access and reach to

    patients even in remote parts of Kenya.

    The research has identified considerable

    benefits of using EMRs integrating mobile

    phone technologies in curative care services. A

    larger study needs to be done to include

    healthcare providers in urban, rural and semi

    urban settings; this will help to evaluate the

    system usability and the cost benefit analysis of

    the system.

    REFERENCES

    [1] Fang, Z. (2002). E-government in digital era: concept, practice, and development. International

    journal of the Computer, the Internet and

    management, 10(2), 1-22.

    [2] Schuppan, T. (2009). E-Government in developing countries: Experiences from sub-Saharan

    Africa. Government Information Quarterly, 26(1),

    118-127.

    [3] Lucas, H. (2008). Information and communications technology for future health systems in developing

    countries. Social Science & Medicine, 66(10), 2122-

    2132.

    [4] Eysenbach, G. (2001). What is e-Health?. J Med Internet Res, 3(2), e20.

    [5] Juma, K., Nahason, M., Apollo, W., Gregory, W., & Patrick, O. (2012). Current Status of E-Health in

    Kenya and Emerging Global Research Trends 1.

    [6] World Health Organization. (2007). Global atlas of the health workforce. Geneva: WHO.

    [7] Ojo, T. (2006). Communication networking: ICTs and health information in Africa. Information

    Development, 22(2), 94-101.

    [8] Tamrat, T., & Kachnowski, S. (2012). Special delivery: an analysis of m-Health in maternal and

    newborn health programs and their outcomes around

    the world. Maternal and child health journal, 16(5),

    1092-1101.

    [9] Oyaya, C. O., & Rifkin, S. B. (2003). Health sector reforms in Kenya: an examination of district level

    planning. Health Policy, 64(1), 113-127.

    [10] Muga, R., Kizito, P., Mbayah, M., & Gakuruh, T. (2005). Overview of the health system in Kenya.

    Demographic and Health Surveys.

    http://www.measuredhs.com/pubs/pdf/SPA8/02Chap

    ter2. pdf (accessed June 16, 2011)

    [11] Ministry of Health, Kenya (2004) Second National Health Sector Strategic Plan 2004 2010

    [12] Ministry of Health, Kenya (2012) Kenya Health Policy 2012 2030

    [13] Bukachi, F., & Pakenham-Walsh, N. (2007). Information technology for health in developing

    countries. CHEST Journal, 132(5), 1624-1630.

    [14] Patrick, K., Griswold, W. G., Raab, F., & Intille, S. S. (2008). Health and the mobile phone. American

    journal of preventive medicine, 35(2), 177.

    [15] The Global Burden of Disease: Generating Evidence, Guiding PolicySub-Saharan Africa Regional Edition [online]

    http://www.healthmetricsandevaluation.org/sites/def

    ault/files/policy_report/2013/world_bank/GBD_SSA

    _Parts/1_GBD_SSA_Report_overview.pdf

    [accessed 8 April 2014]

    [16] GBD Profile: Kenya [online] https://www.google.com/url?sa=t&rct=j&q=&esrc=s

    &source=web&cd=9&cad=rja&uact=8&ved=0CIEB

    EBYwCA&url=http%3A%2F%2Feahforum.files.wo

    rdpress.com%2F2013%2F03%2Fgbd-country-

    report-kenya.pdf&ei=OApFU_DaE6-

    X0AWnyIDIDA&usg=AFQjCNHK3nKS3zR8Tsjq

    O6PNBOzvhMIyEA&sig2=VUutS5XDjSp2Y1OEl

    CeFDw&bvm=bv.64507335,d.d2k [accessed 8

    April 2014]

    [17] Novins, D. K., Aarons, G. A., Conti, S. G., Dahlke, D., Daw, R., Fickenscher, A., ... & Spicer, P. (2011).

    Use of the evidence base in substance abuse

    treatment programs for American Indians and Alaska

    natives: pursuing quality in the crucible of practice

    and policy. Implementation Science, 6(1), 63.

    [18] Grayson, L The History of Electronic Medical Records, 2014

    [online]http://www.ehow.com/about_5042653_histo

    ry-electronic-medical-records.html[accessed on 10th

    January 2014]

    [19] Eysenbach, G. (2001). What is e-Health?. J Med Internet Res, 3(2), e20.

    [20] Bates, D. W., Ebell, M., Gotlieb, E., Zapp, J., & Mullins, H. C. (2003). A proposal for electronic

    medical records in US primary care. Journal of the

    American Medical Informatics Association, 10(1), 1-

    10.

    [21] Barrows, R. C., & Clayton, P. D. (1996). Privacy, confidentiality, and electronic medical records.

    Journal of the American Medical Informatics

    Association, 3(2), 139-148.

    Proceedings of the Third International Conference on Digital Information Processing, E-Business and Cloud Computing, Reduit, Mauritius 2015

    ISBN: 978-1-941968-14-7 2015 SDIWC 100

  • [22] Hanna, K. E. (2008). Think research: Using electronic medical records to bridge patient care and

    research. 2005.

    [23] Lucas, H. (2008). Information and communications technology for future health systems in developing

    countries. Social Science & Medicine, 66(10), 2122-

    2132

    [24] Sheikh, A., McLean, S., Cresswell, K., Pagliari, C., Pappas, Y., Car, J., ... & Majeed, A. (2011). The

    Impact of eHealth on the Quality and Safety of

    Healthcare. An updated systematic overview and

    synthesis of the literature. Edinburgh: The

    University of Edinburgh.

    [25] Aspden, P., Corrigan, J. M., Wolcott, J., & Erickson, S. M. (Eds.). (2004).Patient safety: achieving a new

    standard for care. National Academies Press.

    [26] Kay, M., Santos, J., & Takane, M. (2011). m-Health: New horizons for health through mobile

    technologies. World Health Organization.

    [27] Bastawrous, A., & Armstrong, M. J. (2013). Mobile health use in low-and high-income countries: an

    overview of the peer-reviewed literature. Journal of

    the Royal Society of Medicine, 106(4), 130-142.

    [28] Karanja, S., Mbuagbaw, L., Ritvo, P., Law, J., Kyobutungi, C., Reid, G., ... & Lester, R. (2011). A

    workshop report on HIV m-Health synergy and

    strategy meeting to review emerging evidence-based

    m-Health interventions and develop a framework for

    scale-up of these interventions. Pan African Medical

    Journal, 10.

    [29] Dell What Is BYOD? [online]http://www.dell.com/learn/us/en/555/solutio

    ns/byod[accessed on 13th November 2013]

    [30] Techtarget (2011) BYOD policy [online]http://searchconsumerization.techtarget.com/

    definition/BYOD-policy[accessed on 10th January

    2014]

    [31] Ministry of Health, Kenya (2010,b) National Human Resources for Health Annual Report.

    [32] Ministry of Health, Kenya (2012) Kenya Health Policy 2012 - 2030

    [33] Meru Networks (2013) BYOD in Healthcare Improving Clinician Productivity and Patient

    Satisfaction

    Proceedings of the Third International Conference on Digital Information Processing, E-Business and Cloud Computing, Reduit, Mauritius 2015

    ISBN: 978-1-941968-14-7 2015 SDIWC 101