Health literacy and personal health record adoption
An assignment visiting the National Center for Biotechnology Information website, reading the article on the impact of health literacy on a patient's decision to adopt a personal health record, and providing a summary of the findings together with the insights gained from reviewing the information.
Editorial process
Last reviewed · August 13, 2026
What does this NCBI article assignment actually want?
The brief asks for two things and they are different genres of writing, which is the distinction most submissions miss. A summary reports what the article found: its question, its design, its participants, its results and the authors' conclusion, in their terms rather than yours. Insights are your own — what surprised you, what you now think differently about, what the finding implies for practice that the authors did not spell out. Blending them produces a document where the marker cannot tell which claims belong to the study and which are yours, and that is the single most damaging thing you can do in an assignment about handling information. Write two labelled sections, and the problem disappears. Labelling the sections also makes your own drafting easier, because you stop having to decide sentence by sentence whether a claim needs a citation attached to it or belongs to you.
Before summarising, locate the article properly and record what it is. The database contains research articles, review articles, government reports and conference abstracts, and these carry very different evidential weight. Note whether it is a primary study or a review, what design was used, how many participants took part, when the data were collected, and where. The date matters unusually much here: personal health record adoption research from the period before patient portals were routine describes a technology environment that no longer exists, and a summary that ignores that will produce insights about a world that has moved on. Recording those details takes five minutes and it protects the entire second half of the assignment, since an insight drawn from a study whose context has expired is not an insight at all. Write them at the top of your notes before you read the discussion section.
The core concept needs care because health literacy is regularly misunderstood as reading ability. It is the capacity to obtain, process and understand health information well enough to make decisions, and it includes numeracy, the ability to navigate a system, and increasingly the digital skills to use an online service at all. That last component is why this article's question is interesting rather than obvious: adopting a personal health record requires both understanding health information and operating software, so limited health literacy and limited digital literacy compound each other. Say that in your summary, because it is the mechanism the finding rests on. Digital literacy is also the component most likely to have shifted since the article was written, which gives you a natural bridge into your insights section without inventing a transition. Say what has changed and what has not. A single sentence naming both literacies is enough to carry it.
The finding is likely to point in a direction worth stating plainly: the people who would benefit most from better access to their own health information are the least likely to take up the tool that provides it. That is an inverse care pattern and it recurs across health technology. Naming it as a pattern rather than as a fact about this one study is exactly the kind of insight the second half of the assignment wants, and it also lets you connect to anything else you have read about digital divides in health services. Do not overstate: an association found in one study is an association, not a causal claim, and saying so accurately is worth more than a confident overreach. Stating the strength of the claim accurately is also a health information competence in its own right, which is very likely part of what this assignment is quietly assessing.
The insights section is where most of the marks that separate submissions sit, and generic reflection will not earn them. Ask what the finding implies for someone whose job is to design or deploy these systems. If adoption tracks health literacy, then measuring adoption rates alone will systematically misrepresent how a system is performing for the patients who need it most. Enrolment assistance at the point of care, teach-back at sign-up, interfaces designed at a lower reading level, proxy access for family members, and non-digital alternatives are all responses that follow directly from the finding. Two or three specific implications beat a page of general reflection on the importance of health literacy. Each of those responses can be traced to a mechanism in the article, which is what makes them insights rather than recommendations you could have written before reading anything. Two or three, argued from the article, beat a page of general reflection on why literacy matters.
Two practical notes. First, cite the article properly with its authors, title, journal and year, and if your course requires a particular style follow it exactly, because a summary assignment about a database record is a poor place to be careless about referencing. Second, read the article's limitations section before writing your insights, since the authors have usually already named the objections you were about to raise, and acknowledging them makes your summary look like the work of someone who read to the end. If the study is old, say so and say what has changed, which is the most valuable single insight available for this particular article. Reading the limitations first also tends to improve the summary itself, because the authors' caveats usually reveal which of their findings they consider robust and which they do not. If the study predates routine patient portals, that fact is itself the most valuable insight available.
Likely learning objectives
Inferred from the brief — check these against your own rubric.
- 01Separate a faithful summary from original insight in a single document.
- 02Characterise a source by type, design, sample and date before summarising it.
- 03Define health literacy to include numeracy, navigation and digital skills.
- 04Recognise the inverse care pattern in health technology adoption.
- 05Derive specific practice implications rather than general reflection.
Read the full question
Review every instruction before using the planning guidance that follows.
Course-wide instructions that accompany this question
You must proofread your paper. But do not strictly rely on your computer’s spell-checker and grammar-checker; failure to do so indicates a lack of effort on your part and you can expect your grade to suffer accordingly. Papers with numerous misspelled words and grammatical mistakes will be penalized. Read over your paper – in silence and then aloud – before handing it in and make corrections as necessary. Often it is advantageous to have a friend proofread your paper for obvious errors. Handwritten corrections are preferable to uncorrected mistakes. Use a standard 10 to 12 point (10 to 12 characters per inch) typeface. Smaller or compressed type and papers with small margins or single-spacing are hard to read. It is better to let your essay run over the recommended number of pages than to try to compress it into fewer pages. Compliance and Health Policy Discussion Likewise, large type, large margins, large indentations, triple-spacing, increased leading (space between lines), increased kerning (space between letters), and any other such attempts at “padding” to increase the length of a paper are unacceptable, wasteful of trees, and will not fool your professor. The paper must be neatly formatted, double-spaced with a one-inch margin on the top, bottom, and sides of each page. When submitting hard copy, be sure to use white paper and print out using dark ink. If it is hard to read your essay, it will also be hard to follow your argument. ADDITIONAL INSTRUCTIONS FOR THE CLASS Discussion Questions (DQ) Initial responses to the DQ should address all components of the questions asked, include a minimum of one scholarly source, and be at least 250 words. Successful responses are substantive (i.e., add something new to the discussion, engage others in the discussion, well-developed idea) and include at least one scholarly source. One or two sentence responses, simple statements of agreement or “good post,” and responses that are off-topic will not count as substantive. Substantive responses should be at least 150 words. I encourage you to incorporate the readings from the week (as applicable) into your responses. Weekly Participation Your initial responses to the mandatory DQ do not count toward participation and are graded separately. In addition to the DQ responses, you must post at least one reply to peers (or me) on three separate days, for a total of three replies. Participation posts do not require a scholarly source/citation (unless you cite someone else’s work). Part of your weekly participation includes viewing the weekly announcement and attesting to watching it in the comments. These announcements are made to ensure you understand everything that is due during the week. APA Format and Writing Quality Familiarize yourself with APA format and practice using it correctly. It is used for most writing assignments for your degree. Visit the Writing Center in the Student Success Center, under the Resources tab in LoudCloud for APA paper templates, citation examples, tips, etc. Points will be deducted for poor use of APA format or absence of APA format (if required). Cite all sources of information! When in doubt, cite the source. Paraphrasing also requires a citation. I highly recommend using the APA Publication Manual, 6th edition. Use of Direct Quotes I discourage overutilization of direct quotes in DQs and assignments at the Masters’ level and deduct points accordingly. As Masters’ level students, it is important that you be able to critically analyze and interpret information from journal articles and other resources. Simply restating someone else’s words does not demonstrate an understanding of the content or critical analysis of the content. It is best to paraphrase content and cite your source. LopesWrite Policy For assignments that need to be submitted to LopesWrite, please be sure you have received your report and Similarity Index (SI) percentage BEFORE you do a “final submit” to me. Once you have received your report, please review it. This report will show you grammatical, punctuation, and spelling errors that can easily be fixed. Take the extra few minutes to review instead of getting counted off for these mistakes. Review your similarities. Did you forget to cite something? Did you not paraphrase well enough? Is your paper made up of someone else’s thoughts more than your own? Visit the Writing Center in the Student Success Center, under the Resources tab in LoudCloud for tips on improving your paper and SI score. Late Policy The university’s policy on late assignments is 10% penalty PER DAY LATE. This also applies to late DQ replies. Please communicate with me if you anticipate having to submit an assignment late. I am happy to be flexible, with advance notice. We may be able to work out an extension based on extenuating circumstances. If you do not communicate with me before submitting an assignment late, the GCU late policy will be in effect. I do not accept assignments that are two or more weeks late unless we have worked out an extension. As per policy, no assignments are accepted after the last day of class. Any assignment submitted after midnight on the last day of class will not be accepted for grading. Communication Communication is so very important. There are multiple ways to communicate with me: Questions to Instructor Forum: This is a great place to ask course content or assignment questions. If you have a question, there is a good chance one of your peers does as well. This is a public forum for the class. Individual Forum: This is a private forum to ask me questions or send me messages. This will be checked at least once every 24 hours. Compliance and Health Policy Discussion
Turn the brief into deliverables
- 01The article located on the NCBI website and read.
- 02A summary of the findings.
- 03The insights you have gained from reviewing the information.
Summary first, insights second, clearly separated
Identify the article
Authors, title, journal, year, and whether it is a primary study or a review.
Purpose and design
The research question, the method, the participants and the setting.
Define health literacy
Obtain, process and understand, plus numeracy, navigation and digital skill.
Report the findings
What was found, with effect direction and any figures the authors reported.
Limitations
The authors' own stated limitations, plus the age of the technology environment if relevant.
Insights: the pattern
Name the inverse care pattern and connect it to other digital health divides.
Insights: implications
Enrolment support, teach-back at sign-up, reading level, proxy access, non-digital alternatives.
Locating and characterising the article
Recommended databases
- NCBI PubMed and PubMed Central
- Healthy People 2030
- CINAHL
Search sequence
- 1.Locate the article by title on the NCBI site and record the full citation before reading.
- 2.Read the abstract, then the methods, then the limitations, before reading the discussion.
- 3.Look up the health literacy definition the authors used, since several instruments exist and they measure different things.
- 4.Search for a national health literacy source to frame the significance of the finding.
- 5.Check for more recent studies on portal adoption to see whether the finding has held.
Reference shortlist
These are authoritative starting points, not a ready-made bibliography. A qualified reviewer must confirm that each source fits the assignment and supports the claim beside which it is cited.
Nothing here is cleared for citation until you have read it.
- 01
Health Literacy in Healthy People 2030
Office of Disease Prevention and Health Promotion · 2025
Current definitions of personal and organisational health literacy; use to frame the concept beyond reading ability.
- 02
ONC - Office of the National Coordinator for Health IT
U.S. Department of Health and Human Services · 2025
Policy context for patient access to health records, which is what makes the adoption question consequential.
- 03
Communities in Action
National Academies of Sciences, Engineering, and Medicine, NCBI Bookshelf · 2017
Evidence on how access barriers concentrate in the same populations, supporting the inverse care pattern insight.
- 04
Finding and Using Health Statistics
National Library of Medicine · 2024
Guidance on reading study design and interpreting reported associations without overstating them.
Review before submission
Common mistakes
- Blending summary and insight so the reader cannot tell which claims belong to the study.
- Failing to note the study design, sample size and data collection date.
- Treating health literacy as reading ability alone.
- Restating an association as a causal finding.
- Writing general reflection instead of specific implications.
- Skipping the article's own limitations section.
Submission checklist
- Summary and insights appear in separate, labelled sections.
- The article is identified with authors, title, journal and year.
- Study type, design, sample and data collection period are stated.
- Health literacy is defined to include numeracy and digital skills.
- The finding is reported as an association where that is what it is.
- At least two specific practice implications are given.
- The authors' stated limitations are acknowledged.
Use this guide to plan and review your own work. Follow your institution's rules and read our academic-integrity policy.
Written by
Aaron Bishop
MA, Education
assignment interpretation and research-methods coaching across disciplines
Aaron leads the EssayCrackers editorial desk. He works on how assignment briefs are read — what a rubric is actually asking for, and where students most often answer a different question than the one set.
Reviewed by
Dr. Nathan Cole
PhD, Rhetoric & Composition
Argumentation and thesis development
Nathan teaches first-year composition and directs a university writing center. He reviews EssayCrackers guides for argumentative soundness and citation accuracy.