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      Healthy Aging 2.0: The Potential of New Media and Technology

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      , MHSE, MS, , PhD, , PhD, MPH
      Preventing Chronic Disease
      Centers for Disease Control and Prevention

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          Abstract

          Introduction The emergence of e-patients (consumers who use the Internet and electronic communication tools to research and communicate about medical conditions) has spawned the era of "Healthy Aging 2.0" to support chronic disease management. Approximately 125 million Americans are living with 1 or more chronic diseases, and this number is expected to grow to 157 million by 2020 (1). Approximately 84% of adults who are aged 65 or older have 1 or more chronic conditions (1). Healthy Aging 2.0 proposes that 21st century information and communications technology offers public health practitioners the unique opportunity to empower, engage, and educate these older adults in chronic disease management. Telemedicine The power of telemedicine technologies to harness the capability of existing health care systems can help sustain the overall public health infrastructure. Telemedicine is "the delivery of health care services, where distance is a critical factor, by all health care professionals using information and communication technologies for the exchange of valid information for diagnosis, treatment, and prevention of disease and injuries" (2). Various innovations in remote medicine have demonstrated viability for monitoring chronic illness in cost-effective ways. Specifically, the European Commission noted that telemedicine could meet special needs of older adults, allowing them to live longer in their own homes, with more independence, and reduce the costs for inpatient care (3). For example, telemedicine devices that monitor chronic disease patients' vital signs (eg, blood pressure, weight, pulse oximetry) can cut health care costs and prevent hospitalizations (4,5). Telemedicine platforms support interactive information sharing between patients and providers. Technologies such as smartphones and voice-over Internet protocol software applications (eg, Skype) can bridge geographic gaps between hard-to-reach chronic disease patients and their health care professionals. The Gary and Mary West Wireless Health Institute in San Diego, for instance, is developing wireless tools such as smart pills that can be monitored as patients swallow them. The SmartPill Corporation developed the first ambulatory diagnostic tool for gastrointestinal disorders, which uses sensors to measure pH, pressure, and temperature within the gastrointestinal tract (Figure). Another innovation, the iShoe, monitors how people walk and allows health practitioners to determine risk for falls. These types of interoperable, user-centered design features provide real-time information exchange between patients and providers, resulting in enhanced health communication where distance and access is a challenge. Figure. SmartPill. The SmartPill Wireless Motility Capsule is an ingestible device that uses sensors to measure pH, pressure, and temperature from within the gastrointestinal tract and sends information wirelessly to a remote server for health care professionals to assess. Reprinted with permission of the SmartPill Corporation. Photo by Donna Coveney. The SmartPill, approximately 1.06 inches long by .46 inches in diameter, held by a person’s thumb and index finger. Web 2.0 and Internet Access Chronic disease patients are taking a more active approach to managing their health by using interactive web 2.0 technologies. Web 2.0 technologies are highly participatory and have great potential for keeping older patients connected and informed. Chronic disease patients are using the Internet to seek information to improve their condition and make health decisions (6). Approximately 75% of all e-patients with a chronic condition reported that a previous health information search contributed to a decision about how to treat an ailment, and 69% said that the information prompted new questions to ask doctors (6). Use of the Internet continues to rise among older adults (age ≥65); in fact, significant increases have been noted in the last decade (7). According to a 2009 US Census report, however, only 42% of older adults actively access the Internet, and just 53% live in households with Internet access (8). Given the less than optimal frequency of Internet use, Hughes et al (9) advocate for "the use of a specific set of [web 2.0] tools by actors in health care including doctors, patients, and scientists, using principles of open source and generation of content by users, and the power of networks in order to personalize health care, collaborate, and promote health education." A rise in Internet use by e-patients has paralleled a rise in social networking among older adults (10). A 2010 survey by the Pew Internet and American Life Project noted that 26% of older adults who used the Internet reported using social media (eg, Facebook, YouTube, Twitter), up 13% from 2009. This growth is expected to continue (10). The use of social media encourages information sharing and increased connectivity among older adults, which offers chronic disease patients new and valuable channels for social support and patient engagement (10). The incorporation of social networking applications in public health has increased the potential for more remote, shared decision making and more effective, tailored health information dissemination. For example, HealthTap offers secure mobile access to a social network of more than 5,000 physicians where patients can ask questions about their health concerns and receive customized answers from health care experts. Another social networking site, PatientsLikeMe, connects patients with other patients to share treatment information and experiences for common illnesses and disorders. Researchers are beginning to examine which psychosocial and structural barriers prevent older adults from using the Internet. A study from the Center for Research and Education on Aging and Technology Enhancement found that some older adults have anxiety and low self-efficacy with computers and the Internet (11). Furthermore, Morrell et al found that lack of access to technology and lack of knowledge were primary reasons older adults did not use the Internet (12). In light of these research findings, training programs should be developed to reduce the anxiety older adults may feel about retrieving online health information and also increase demand for online health information by reducing barriers to access. Mobile Devices "mHealth" is the use of mobile devices and technology for health by consumers and health care professionals. The concept of "mHealthy Aging" proposes that wireless tools can be used to promote healthy aging in the home. mHealthy Aging tools can help prevent isolation and neglect and also improve overall patient-provider communication. For instance, Trumpia is a cellular telephone reminder tool to support older adults in taking their medications as prescribed. Sensei Wellness is an mHealth application that offers personalized digital support, tracking, and feedback of users' health-related activities to encourage personal health surveillance. The potential benefits of mHealth tools are numerous, but a challenge will be finding ways to incorporate evidence-based, scalable, and usable mHealthy Aging tools into public health research and practice. Conclusion New media and technology allow older adult e-patients, especially those with chronic conditions, more opportunity to access health information, receive online support, and engage health care professionals for disease management support in their homes. The evolution of e-patients and mHealth tools and the use of social networking and telemedicine interventions have led to opportunities to achieve better chronic disease outcomes. These interactive, technologically mediated interventions can empower, engage, and educate older adults. The systems integration opportunities presented through social networking and mHealth technologies will greatly contribute to a new era of Healthy Aging 2.0; moreover, the effective use of participatory technologies can revolutionize chronic disease care among older adult populations.

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          Care Coordination/Home Telehealth: the systematic implementation of health informatics, home telehealth, and disease management to support the care of veteran patients with chronic conditions.

          Between July 2003 and December 2007, the Veterans Health Administration (VHA) introduced a national home telehealth program, Care Coordination/Home Telehealth (CCHT). Its purpose was to coordinate the care of veteran patients with chronic conditions and avoid their unnecessary admission to long-term institutional care. Demographic changes in the veteran population necessitate VHA increase its noninstitutional care (NIC) services 100% above its 2007 level to provide care for 110,000 NIC patients by 2011. By 2011, CCHT will meet 50% of VHA's anticipated NIC provision. CCHT involves the systematic implementation of health informatics, home telehealth, and disease management technologies. It helps patients live independently at home. Between 2003 and 2007, the census figure (point prevalence) for VHA CCHT patients increased from 2,000 to 31,570 (1,500% growth). CCHT is now a routine NIC service provided by VHA to support veteran patients with chronic conditions as they age. CCHT patients are predominantly male (95%) and aged 65 years or older. Strict criteria determine patient eligibility for enrollment into the program and VHA internally assesses how well its CCHT programs meet standardized clinical, technology, and managerial requirements. VHA has trained 5,000 staff to provide CCHT. Routine analysis of data obtained for quality and performance purposes from a cohort of 17,025 CCHT patients shows the benefits of a 25% reduction in numbers of bed days of care, 19% reduction in numbers of hospital admissions, and mean satisfaction score rating of 86% after enrolment into the program. The cost of CCHT is $1,600 per patient per annum, substantially less than other NIC programs and nursing home care. VHA's experience is that an enterprise-wide home telehealth implementation is an appropriate and cost-effective way of managing chronic care patients in both urban and rural settings.
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            Telemedicine: A New Horizon in Public Health in India

            Introduction Telemedicine is the use of electronic information to communicate technologies to provide and support healthcare when distance separates the participants.(1) “Tele” is a Greek word meaning “distance “and “mederi” is a Latin word meaning “to heal”. Time magazine called telemedicine “healing by wire”. Although initially considered “futuristic” and “experimental,” telemedicine is today a reality and has come to stay. Telemedicine has a variety of applications in patient care, education, research, administration and public health.(2) Worldwide, people living in rural and remote areas struggle to access timely, good-quality specialty medical care. Residents of these areas often have substandard access to specialty healthcare, primarily because specialist physicians are more likely to be located in areas of concentrated urban population. Telemedicine has the potential to bridge this distance and facilitate healthcare in these remote areas.(3 4) History of Telemedicine While the explosion of interest in telemedicine over the past four or five years makes it appear as a relatively new use of telecommunications technology, the truth is that telemedicine has been in use in some form or the other for over thirty years. The National Aeronautics and Space Administration (NASA) played an important part in the early development of telemedicine.(5) NASA's efforts in telemedicine began in the early 1960s when humans began flying in space. Physiological parameters were transmitted from both the spacecraft and the space suits during missions.(6) One of the earliest endeavors in telemedicine, Space Technology Applied to Rural Papago Advanced Health Care (STARPAHC) delivered medical care to the Papago Indian Reservation in Arizona. It ran from 1972–1975 and was conceived by the NASA. Its goals were to provide healthcare to astronauts in space and to provide general medical care to the Papago Reservation.(1) In 1971, 26 sites in Alaska were chosen by the National Library of Medicine's Lister Hill National Center for Biomedical Communication to see if reliable communication would improve village healthcare. It used ATS-1, the first in NASA's series of Applied Technology Satellites launched in 1966. The primary purpose was to investigate the use of satellite video consultation to improve the quality of rural healthcare in Alaska.(7) Since 1977, the Telemedicine Centre at the Memorial University of Newfoundland has worked toward developing interactive audio networks for educational programs and the transmission of medical data.(1) The North-West Telemedicine Project was set up in 1984 in Australia to pilot-test a government satellite communications network (the Q-Network).(1) The project goals were to provide healthcare to people in five remote towns south of the Gulf of Carpentaria. In 1989, NASA conducted the first international telemedicine program, Space Bridge to Armenia/Ufa. Under the auspices of the US/USSR Joint Working Group on Space Biology, telemedicine consultations were conducted using one-way video, voice and facsimile technologies between a medical center in Yerevan, Armenia and four medical centers in the US.(7) Definitions and Concepts Telemedicine The World Health Organization (WHO) defines Telemedicine as, “The delivery of healthcare services, where distance is a critical factor, by all healthcare professionals using information and communication technologies for the exchange of valid information for diagnosis, treatment and prevention of disease and injuries, research and evaluation and for the continuing education of healthcare providers, all in the interests of advancing the health of individuals and their communities.” Telehealth Telehealth is the use of electronic information and telecommunications technologies to support long-distance clinical healthcare, patient and professional health-related education and training, public health and health administration.(8) Telemedicine Consultation Centre (TCC) Telemedicine Consulting Centre is the site where the patient is present. In a Telemedicine Consulting Centre, equipment for scanning / converting, transformation and communicating the patient's medical information can be available.(9) Telemedicine Specialty Centre (TSC) Telemedicine Specialty Centre is a site, where the specialist is present. He can interact with the patient present in the remote site and view his reports and monitor his progress.(9) Telemedicine System The Telemedicine system consists of an interface between hardware, software and a communication channel to eventually bridge two geographical locations to exchange information and enable teleconsultancy between two locations. The hardware consists of a computer, printer, scanner, videoconferencing equipment etc. The software enables the acquisition of patient information (images, reports, films etc.). The communication channel enables the connectivity whereby two locations can connect to each other.(10) Utility of Telemedicine [Figure 1](1 9 11–13) Figure 1 A modern telemedicine system Easy access to remote areas Using telemedicine in peripheral health set-ups can significantly reduce the time and costs of patient transportation Monitoring home care and ambulatory monitoring Improves communications between health providers separated by distance Critical care monitoring where it is not possible to transfer the patient Continuing medical education and clinical research A tool for public awareness A tool for disaster management Second opinion and complex interpretations The greatest hope for use of telemedicine technology is that it can bring the expertise to medical practices once telecommunication has been established. Telementored procedures-surgery using hand robots Disease surveillance and program tracking It provides an opportunity for standardization and equity in provision of healthcare, both within individual countries and across regions and continents. The Centre for International Rehabilitation recognizes that telecommunication and telemedicine are important technologies to improve and provide rehabilitation services in remote areas. Telemedicine cannot be substitutes for physicians in rural areas especially in developing countries where resources are scarce and public health problems are in plenty. So it is unrealistic to think at this stage of substituting unwilling doctors with this technology. However, it can supplement the current health scenario in a huge way in most countries. Types of Technology Two different kinds of technology make up most of the telemedicine applications in use today. The first, called store and forward, is used to transfer digital images from one location to another. A digital image is taken using a digital camera, ‘stored’ and then sent (‘forwarded’) by a computer to another location. This is typically used for nonemergent situations, when a diagnosis or consultation may be made in the next 24-48 hours and sent back. Teleradiology, telepathology and teledermatology are a few examples.(14) The other widely used technology, the two-way interactive television (IATV), is used when a ‘face-to-face’ consultation is necessary. The patient and sometimes their provider or more commonly a nurse practitioner or telemedicine coordinator (or any combination of the three), are at the originating site. The specialist is at the referral site, most often at an urban medical center. Videoconferencing equipment at both locations allow a ‘real-time’ consultation to take place.(15) Almost all specialties of medicine have been found to be conducive to this kind of consultation including psychiatry, internal medicine, rehabilitation, cardiology, pediatrics, obstetrics and gynecology and neurology.(15) Infrastructure The telemedicine centers could be broadly classified into the following classes: Primary Telemedicine Center (PTC) Secondary Telemedicine Center (STC) Tertiary Telemedicine Center (TTC)(9) PTCs would be based in Primary Health Centers, STCs in Secondary Medical Centers and TTCs in Tertiary Medical Centers. The Hardware requirements / standards will be referred in the context of the Telemedicine Consulting and Specialist Centres (TCC) and (TSC).(9) Telecommunication Technologies The first among the challenging questions arising when planning a telemedicine network is ‘What is bandwidth?’ Bandwidth is the capacity that determines how quickly bits may be sent down the channels in a telecommunication medium. Bandwidth is proportional to the complexity of the data for a given level of system performance.(16) The following technologies are currently in use: Integrated Services Digital Network (ISDN) ISDN is a dial-up (not dedicated but used on a call-by-call basis) digital connection to the telecommunication carrier. An ISDN line can carry information at nearly five times the fastest rate achievable using analog modems over POTS (plain old telephone service).(16) T-1 This is the backbone of digital service provided to the end user (typically business) in USA today which transmits voice and data digitally at 1.554 megabits per second (Mbps). It can be used to carry analog and digital voice, data and video signals and can even be configured for ISDN service.(16) Plain Old Telephone Service (POTS) POTS transmits data at a rate of up to 56 kilobits per second (kbps) (Bezar 1995) and is the most widely available telecommunication technology in the world. POTS can be suitable for audio conferencing, store-and-forward communication, Internet and low bandwidth videophone conferencing.(16) Internet The Internet has a strong impact in delivering certain kinds of care to patients. In a survey of 1,000 Chief Intelligence Officers (CIOs) conducted by Internet Health Care Magazine, 65% said their organization had a Web presence and another 24% had one in development. With the increasing proliferation of e-health sites on the Web today, many consumers are finding access to online patient scheduling, health education, review of lab work and even e-mail consultations.(16) Application of Telemedicine in Public Health An epidemiological Surveillance:(17) Telemedicine applications for epidemiological surveillance are gradually reaching new heights with the development of technology such as geographic information systems (GISs). It can give new insight into geographical distribution and gradients in disease prevalence and incidence and valuable insight into population health assessment. It also provides valuable information of differential populations at risk based on risk factor profiles. It helps in differentiating and delineating the risk factors in the population. It also helps in interventional planning, assessment of various interventional strategies and their effectiveness. It can play a pivotal role in anticipating epidemics. It is an essential tool in real-time monitoring of diseases, locally and globally. GIS provides the basic architecture and analytical tools to perform spatial-temporal modeling of climate, environment and disease transmission helpful in understanding the spread of vector-borne diseases. Remote sensing techniques have been recently been used in this regard. A GIS-based method for acquiring, retrieving, analyzing and managing data differs from traditional modes of disease surveillance and reporting. It facilitates aggregation and integration of disparate data from diverse sources so it can guide the formulation of public health programs and policy decisions. Interactive health communication and disease prevention(17) Information technology and telemedicine can be used to inform, influence and motivate individuals and population organizations on health, health-related issues and adoption of healthy lifestyles. The various approaches and applications can advance and support primary, secondary and tertiary health promotion and disease prevention agendas. It can relay information to individuals as well as to the population as a whole. It can provide an easy access to those living in remote areas. It enables informed decision-making. It also simplifies the health decision-making process / or communication between healthcare providers and individuals regarding prevention, diagnosis or management of a health condition. As a result, the users are exposed to a broader choice base. It can go a long way to promote and maintain healthy behaviors in the community. It can also help in peer information exchange and emotional support. Examples include online Internet applications that enable individuals with specific health conditions, needs or issues to communicate with each other, share information and provide / receive emotional support. It promotes self-care and domiciliary care practices. Many living in the remote areas can be benefited by self-management of health problems which will supplement existing health care services. It can be a very important tool for the evaluation and monitoring of healthcare services. Telemedicine in India In Utopia, every citizen may have immediate access to the appropriate specialist for medical consultation. In the real world however, this cannot even be a dream. It is a fact of life that “All Men are equal, but some are more equal than others.” We in India are at present, unable to provide even total primary medical care in the rural areas. Secondary and tertiary medical care is not uniformly available even in suburban and urban areas. Incentives to entice specialists to practise even in suburban areas have failed.(18) In contrast to the bleak scenario in healthcare, computer literacy is developing quickly in India. Healthcare providers are now looking at Telemedicine as their newly found Avatar. Theoretically, it is far easier to set up an excellent telecommunication infrastructure in suburban and rural India than to place hundreds of medical specialists in these places. We have realized that the future of telecommunications lies in satellite-based technology and fiber optic cables.(18) The Beginning The Apollo group of hospitals was a pioneer in starting a pilot project at a secondary level hospital in a village called Aragonda 16 km from Chitoor (population 5000, Aragonda project) in Andhra Pradesh. Starting from simple web cameras and ISDN telephone lines today, the village hospital has a state-of-the-art videoconferencing system and a VSAT (Very Small Aperture Terminal) satellite installed by ISRO (Indian Space Research Organisation). Coupled with this was the Sriharikota Space Center project (130 km from Chennai) which formed an important launch pad of the Indian Space Research Organisation in this field.(2) Current Efforts In India, telemedicine programs are actively supported by: Department of Information Technology (DIT) Indian Space Research Organization NEC Telemedicine program for North-Eastern states Apollo Hospitals Asia Heart Foundation State governments Telemedicine technology also supported by some other private organizations(13) DIT as a facilitator with the long-term objective of effective utilization / incorporation of Information Technology (IT) in all major sectors, has taken the following leads in Telemedicine: Development of Technology Initiation of pilot schemes-Selected Specialty, e.g., Oncology, Tropical Diseases and General telemedicine system covering all specialties Standardization Framework for building IT Infrastructure in health(13) The telemedicine software system has also been developed by the Centre for Development of Advanced Computing, C-DAC which supports Tele-Cardiology, Tele-Radiology and Tele-Pathology etc. It uses ISDN, VSAT, POTS and is used to connect the three premier Medical Institutes of the country (viz. All India Institute of Medical Sciences (AIIMS), New Delhi, Sanjay Gandhi Post Graduate Institute of Medical Sciences (SGPGIMS), Lucknow and Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh). Now it is being connected to include Medical centres in Rohtak, Shimla and Cuttack.(13) The telemedicine system has been installed in the School of Tropical Medicine (STM), Kolkata and two District Hospitals. In West Bengal, two hospitals where telemedicine centres have been established are the First Coronary Care Unit inaugurated in Siliguri District Hospital, Siliguri, West Bengal on 24 June, 2001 and Bankura Sammilani Hospital, Bankura, West Bengal inaugurated on 21 July, 2001. Apart from the project at STM, the Second Telemedicine Project has been implemented by Webel ECS at two Referral Centres (Nil Ratan Sircar Medical College and Hospital (NRS MC and H), Kolkata and Burdwan MC and H, Burdwan) and four Nodal Centres (Midnapore (W) District Hospital, Behrampur District Hospital, Suri District Hospital and Purulia District Hospital). The Project uses a 512 kbps leased line and West Bengal State Wide Area Network (WBSWAN) (2 Mbps fiber optic link) as the backbone.(19) In the past three years, ISRO's telemedicine network has expanded to connect 45 remote and rural hospitals and 15 superspecialty hospitals. The remote / rural nodes include the offshore islands of Andaman and Nicobar and Lakshadweep, the mountainous and hilly regions of Jammu and Kashmir including Kargil and Leh, Medical College hospitals in Orissa and some of the rural / district hospitals in the mainland states.(19) The Telemedicine project is a “NonProfitable” project sponsored by Rabindranath Tagore International Institute of Cardiac Sciences (RTIICS) Calcutta, Narayana Hrudayalaya (NH) Bangalore, Hewlett Packard, Indian Space Research Organisation (ISRO) and the state governments of the seven North Eastern states of India. The Rabindranath Institute at Kolkata and Narayana Hrudayalaya at Bangalore will be the main Telemedicine linking hub for the seven states. The specialists at both the institutions will offer their services for this project entirely free of charge. A 100 bedded hospital will be identified in each of these seven states and the hospitals will be selected based on distance from the state capital and the lack of a coronary care unit. In the past two years, the pilot project on Telemedicine in Karnataka has already provided more than 10,000 teleconsultations. In the operational phase, the Karnataka Telemedicine Project is expected to bring multi-specialty healthcare to a significant section of the rural population of Karnataka. This network would serve as a model for the utilization of ‘HEALTHSAT,’ which is proposed for launch in the future. Challenges(9 15 19) Perspective of medical practitioners: Doctors are not fully convinced and familiar with e-medicine. Patients' fear and unfamiliarity: There is a lack of confidence in patients about the outcome of e-Medicine. Financial unavailability: The technology and communication costs being too high, sometimes make Telemedicine financially unfeasible. Lack of basic amenities: In India, nearly 40% of population lives below the poverty level. Basic amenities like transportation, electricity, telecommunication, safe drinking water, primary health services, etc. are missing. No technological advancement can change anything when a person has nothing to change. Literacy rate and diversity in languages: Only 65.38% of India's population is literate with only 2% being well-versed in English. Technical constraints: e-medicine supported by various types of software and hardware still needs to mature. For correct diagnosis and pacing of data, we require advanced biological sensors and more bandwidth support. Quality aspect: “Quality is the essence” and every one wants it but this can sometimes create problems. In case of healthcare, there is no proper governing body to form guidelines in this respect and motivate the organizations to follow-it is solely left to organizations on how they take it. Government Support: The government has limitations and so do private enterprises. Any technology in its primary stage needs care and support. Only the government has the resources and the power to help it survive and grow. There is no such initiative taken by the government to develop it. Conclusion It does not require too much of a stretch of imagination to realize that telemedicine will soon be just another way to see a health professional. Remote monitoring has the potential to make every minute count by gathering clinical data from many patients simultaneously. However, information may be lost due to a software glitch or hardware meltdown. Therefore, relying too heavily on a computer system to prevent errors in healthcare data may be problematic. There has to be a smart balance between total dependence on computer solutions and the use of human intelligence. Striking that balance may make all the difference in saving someone's life. In 2008, the potential of telemedicine, tele-health and e-health is still left to our imaginations.(20) Time alone will tell that Telemedicine is a “forward step in a backward direction” or to paraphrase Neil Armstrong “one small step for IT but one giant leap for Healthcare”.
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              A survey of World Wide Web use in middle-aged and older adults.

              We conducted a survey to document World Wide Web use patterns in middle-aged (ages 40-59), young-old (ages 60-74), and old-old adults (ages 75-92). We conducted this survey of 550 adults 40 years old and over in southeastern Michigan, and the overall response rate was approximately 71%. The results suggested that (a) there are distinct age and demographic differences in individuals who use the Web; (b) middle-aged and older Web users are similar in their use patterns; (c) the two primary predictors for not using the Web are lack of access to a computer and lack of knowledge about the Web; (d) old-old adults have the least interest in using the Web compared with middle-aged and young-old adults; and (e) the primary content areas in learning how to use the Web are learning how to use electronic mail and accessing health information and information about traveling for pleasure. This research may serve as a preliminary attempt to ascertain the issues that must be faced in order to increase use of the World Wide Web in middle-aged and older adults.
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                Contributors
                University of Florida, Department of Health Education and Behavior, Gainesville, Florida
                University of Florida, Department of Health Education and Behavior, Gainesville, Florida
                University of Florida, Department of Health Education and Behavior
                ,
                Journal
                Prev Chronic Dis
                Prev Chronic Dis
                Preventing Chronic Disease
                Centers for Disease Control and Prevention
                1545-1151
                2012
                8 March 2012
                : 9
                : E67
                Affiliations
                University of Florida, Department of Health Education and Behavior, Gainesville, Florida
                University of Florida, Department of Health Education and Behavior, Gainesville, Florida
                University of Florida, Department of Health Education and Behavior
                Article
                PCDv9_11_0241
                3368698
                22405474
                4de1145d-1a89-4336-84d1-64d54fc768d2
                Copyright @ 2012
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