| Course | CIS 450 Informatics in Healthcare |
|---|---|
| Module | Module 3 |
| Paper type | Participatory informatics paper |
| Length | About 1,029 words, 6 pages |
| Format | APA 7 student paper |
| School | Aspen University |
| Program | Health Care Administration |
| Updated | September 2026 |
Free sample paper for CIS 450 Module 3
The Patient as Partner: E-Patients, Wearables and Participatory Informatics
Student Name
Health Care Administration Program, Aspen University
CIS 450: Informatics in Healthcare
Instructor Name
Month Day, Year
The Patient as Partner: E-Patients, Wearables and Participatory Informatics
E-patients are patients who are equipped, enabled, empowered and engaged in their health, often through digital tools. Participatory informatics studies how patients use technology to manage health, share data and collaborate with clinicians. This paper examines participatory informatics through a composite patient with type 1 diabetes and considers what it means for health care organizations.
The Patient
Ms. K., 34, has had type 1 diabetes since childhood. A sensor on her arm streams glucose values to her phone around the clock; uses an app to track insulin doses and meals, belongs to an online community of adults with type 1 diabetes, reads research summaries online and messages her endocrinology clinic through its portal.
Tools and Effects
The table summarizes the tools Ms. K. uses and their effects.
| Tool | What it does | Effect on her care |
|---|---|---|
| Continuous glucose monitor | Real-time glucose readings and alerts | Fewer severe lows; better control |
| Tracking app | Logs insulin, meals, activity | Patterns visible to her and clinician |
| Online community | Peer advice and support | Practical tips; emotional support |
| Internet research | Finding information on new treatments | Informed questions at visits |
| Patient portal | Messages, results, appointments | Faster answers between visits |
Patient Portals
Portals are the most common participatory tool offered by health systems. Irizarry and colleagues sorted 120 portal studies into five themes, uptake by patients, backing from clinicians, literacy, ease of use and usefulness, and concluded that portals can deepen engagement when clinicians promote them and the design is easy to use (Irizarry et al., 2015). Ms. K. uses the portal heavily because her endocrinologist responds within a day and encourages its use.
Wearables and Sensors
Consumer and medical wearables generate continuous data that patients can act on. Commentators have described promises, such as early detection and self-management, alongside barriers including uncertain accuracy for consumer devices, lack of evidence that tracking changes behavior long term, data overload and privacy concerns (Piwek et al., 2016). Ms. K.'s glucose monitor is a regulated medical device with clear clinical value; many consumer trackers are not.
Internet Information Seeking
Ms. K. brings printouts and questions to visits. Reviewing research on patients who bring online findings to appointments, Tan and Goonawardene concluded that the relationship tends to grow stronger when physicians respond with interest rather than dismissal (Tan & Goonawardene, 2017). Her endocrinologist welcomes her research and helps her judge sources.
Online Communities
Peer communities offer practical knowledge clinicians may lack, such as managing glucose during long runs, and emotional support. They can also spread misinformation. Ms. K. checks community tips with her clinician before changing her insulin plan, an example of combining peer and professional knowledge.
Sharing Data With Clinicians
Ms. K.'s glucose data upload to a platform her clinic can view. Before visits, a nurse reviews a summary report showing time in target range and patterns of lows. Shared data turn visits from recalling numbers into solving problems. The clinic had to decide who reviews uploaded data, how often and how patients are told what to expect.
Equity
Participatory tools are not equally available. Continuous glucose monitors can be costly or restricted by insurance, smartphones and data plans cost money, and portals can be hard for people with limited literacy or English. Organizations that encourage participatory tools must also offer alternatives and help, or they will widen gaps between patients.
Privacy
Data from apps and consumer devices may not be covered by the same privacy rules as clinical records, and some apps share data with third parties. Ms. K. reviewed her app's privacy policy and turned off data sharing for marketing. Clinics recommending apps should consider privacy practices, not just features.
What Organizations Can Do
Organizations can encourage portal use, integrate device data into records with clear review responsibilities, train clinicians to respond supportively to patient research, recommend vetted apps and communities and provide help for patients with limited access or skills. They can also invite experienced e-patients onto advisory councils to shape digital services.
Clinician Workload
Participatory tools create work for clinicians. Messages, uploaded device data and questions about online information all require time. Ms. K.'s clinic assigned a diabetes educator to review uploads and answer routine questions, protecting physician time for decisions. Without planning, patient engagement can overwhelm the very clinicians it is meant to support.
Patient-Generated Health Data
Data that patients generate outside clinical settings, from glucose monitors, blood pressure cuffs, symptom diaries and fitness trackers, are sometimes called patient-generated health data. They fill gaps between visits but vary in accuracy and relevance. Clinics need policies about which data they accept, how they are reviewed and how patients are told what happens to their data.
Shared Decision-Making
Participatory informatics supports shared decision-making. When Ms. K. considered switching to an automated insulin delivery system, she and her endocrinologist reviewed her glucose patterns together, discussed options she had researched and weighed costs and preferences. Data and information seeking made the conversation more balanced.
Digital Literacy Support
Some patients want to participate but lack confidence with technology. Ms. K.'s clinic runs short sessions on portal use and device setup and gives printed guides. Staff help patients enroll during visits. Support of this kind turns participatory tools from a privilege of the tech-savvy into an option for many.
Trust and Information Quality
Patients encounter both reliable and misleading information online. Clinics can recommend trustworthy sources and teach patients to check who publishes information, when it was updated and whether it cites evidence. Helping patients evaluate sources builds trust and safety.
Patients as Designers
Health systems increasingly invite patients to help design digital tools. Ms. K. joined her clinic's patient advisory council and tested a new portal feature for uploading device data, pointing out steps that confused her. Designing with patients, not only for them, produces tools people actually use.
Conclusion
Participatory informatics treats patients as partners who generate, interpret and share health data. Ms. K.'s use of a glucose monitor, apps, online communities, internet research and the portal shows the benefits of engaged patients, while research highlights the importance of provider endorsement, supportive responses and attention to device limits, equity and privacy. Organizations that support e-patients well can improve both experience and outcomes.
References
Irizarry, T., DeVito Dabbs, A., & Curran, C. R. (2015). Patient portals and patient engagement: A state of the science review. Journal of Medical Internet Research, 17(6), Article e148. https://doi.org/10.2196/jmir.4255
Piwek, L., Ellis, D. A., Andrews, S., & Joinson, A. (2016). The rise of consumer health wearables: Promises and barriers. PLOS Medicine, 13(2), Article e1001953. https://doi.org/10.1371/journal.pmed.1001953
Tan, S. S.-L., & Goonawardene, N. (2017). Internet health information seeking and the patient-physician relationship: A systematic review. Journal of Medical Internet Research, 19(1), Article e9. https://doi.org/10.2196/jmir.5729
CIS 450 Module 3 instructions, in plain terms
Participatory informatics and the e-patient are named in Aspen's CIS 450 catalog entry, and since the classroom keeps the module prompt, a patient-centered paper on these topics was built for this example. Prompts here often want a definition of the e-patient, a look at the tools patients use and a weighing of benefits, risks and implications for organizations. Check whether your prompt focuses on one tool or the broader movement. A composite patient makes the concept concrete. Cite research on portals, online information seeking and wearables. Address equity and privacy, since graders expect awareness that not all patients can participate equally and that consumer data may lack protections. Include what clinics must decide about device data, such as who reviews it and how often patients hear back.
How this CIS 450 Module 3 example is built
Twenty headings organize about 1,040 words, and one table lists five tools. It defines the e-patient, introduces Ms. K. and presents the table. Sections on patient portals, wearables and sensors, internet information seeking, online communities and sharing data with clinicians follow, each tied to evidence or case details. Equity, privacy and what organizations can do come next. Clinician workload, patient-generated health data, shared decision-making, digital literacy support, trust and information quality, and patients as designers round out the paper, while a side remark on the table notes that pairing tools with effects keeps attention on outcomes. Each tool section connects research to what Ms. K. actually does, so evidence and experience appear together. Patients as designers close the body with a forward-looking idea.
Reading the CIS 450 Module 3 grading rubric
Participatory informatics papers are commonly marked on clear concepts, balanced treatment of benefits and risks, use of evidence and organizational implications. The e-patient concept is defined and illustrated. Benefits are paired with risks such as misinformation, overload, inequity and privacy gaps. Three reviews and commentaries are cited in APA form. Organizational implications include workload, policies for device data and support for patients with limited access. Graders reward papers that treat patients as partners without romanticizing technology. Sections on digital literacy and patients as designers show that participation can be supported rather than simply expected. Attention to trust and information quality recognizes that more information is not always better information.
Common CIS 450 Module 3 mistakes, and how to avoid them
A frequent weakness is enthusiasm for patient technology without considering who is left out. Discuss equity. Students also ignore clinician workload created by patient messages and data. Another gap is privacy for apps and consumer devices outside HIPAA. Use a specific patient to ground the discussion. For help balancing benefits and risks, one of our tutors can review your draft and suggest where evidence would strengthen a claim. Show what organizations should do, not only what patients do. Mention policies for accepting device data and who reviews it. Include how clinicians should respond to patients' online research, since supportive responses make a difference. Address digital literacy support for patients who want to participate but need help.
Write yours, or have the desk draft it
This paper is an original model document written by our desk, not a submitted student paper and not an official Aspen University document. Read it for the moves, then write your own to the instructions in your classroom. If you want one built to your exact prompt and rubric, the first custom sample is free and arrives in 24 to 48 hours.
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CIS 450 Module 3 questions, answered
What does CIS 450 Module 3 usually ask for?
Aspen's CIS 450 description includes the e-patient and participatory informatics, so a paper on patient-facing tools is a typical assignment. Check your Aspen classroom for the prompt.
What is an e-patient?
A patient who is equipped, enabled, empowered and engaged in their health, often using digital tools.
How should clinicians respond to patients' internet research?
Supportively; research suggests that supportive responses tend to strengthen the patient-physician relationship.
Where can I find a free CIS 450 Module 3 sample paper?
The e-patient paper, with its tools table and evidence, is published above. This is the third CIS 450 sample.
What is patient-generated health data in CIS 450 Module 3?
Data created by patients outside clinical settings, such as glucose readings, home blood pressures or symptom diaries, that can inform care between visits.