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. 2022 Jan 8;12(1):59–67. doi: 10.1007/s12553-021-00628-5

Informed or anxious: patient preferences for release of test results of increasing sensitivity on electronic patient portals

Bethany Bruno 1,2,, Scott Steele 3, Justin Carbone 3, Katherine Schneider 4, Lori Posk 5,6, Susannah L Rose 2,7,8
PMCID: PMC8741580  PMID: 35036280

Abstract

Worldwide, governments and healthcare systems are moving towards increased transparency to improve care quality, increase patient engagement, and decrease costs. For example, the American 21st Century Cures Act Final Rule requires providers to grant patients access to their electronic medical record. Unfortunately, limited research guides release of test results to online patient portals, especially concerning emotionally sensitive information. To address this gap, we surveyed the largest patient sample published to date. This cross-sectional survey project was conducted by the Market Research & Insights and Office of Patient Experience departments at a large academic medical center. Data were analyzed in SPSS using descriptive statistics and Z-tests. Of 8030 respondents, 74% and 57% accepted first learning their results online for cholesterol and strep throat tests, respectively. Most prefer in-person appointments for more serious tests detecting cancer (54%) and fetal miscarriage (53%). Excluding sexually transmitted disease (STD) testing, there are no clinically significant differences in preference between respondents previously diagnosed with the condition in question and respondents without such experience. When weighing the possibility of a 3-week wait to hear from their provider, most patients want automatic release of cholesterol (94%), strep throat (90%), genetic (68%), and STD (60%) test results, but the majority say it is unacceptable to receive Alzheimer’s (52%), fetal miscarriage (51%), and cancer (59%) test results this way. Electronic results release is acceptable for less serious tests, but not for more consequential tests. Providers should consider patient preferences when developing policies to increase healthcare transparency.

Supplementary information

The online version contains supplementary material available at 10.1007/s12553-021-00628-5.

Keywords: Patient experience, Patient portal, Electronic medical record, Test results, Transparency

Introduction

Worldwide, governments and healthcare systems are moving towards increased transparency in medicine [1, 2]. For example, the American 21st Century Cures Act Final Rule requires that patients be able to access their electronic medical record with limited exceptions [3].

In sharing test results online, electronic patient portals seek to improve care quality, increase patient engagement, decrease healthcare costs, and ensure appropriate protection of personal health information. Proponents suggest that greater accessibility of results online will improve safety by decreasing the approximately 7% failure rate to inform patients of clinically significant outpatient test results [46]. Furthermore, electronic release of information provides an opportunity to return results to patients more quickly, even in real-time. Physicians report high levels of dissatisfaction with previous test result management systems [7]; new data suggests that the majority of doctors find releasing reports online useful, with unchanged or decreased follow-up emails, telephone calls, and office visits [8].

Nevertheless, limited research exists to guide which results should be shared, how, and when, particularly from patients’ perspectives. In particular, concerns persist regarding release of abnormal results online, which may create patient anxiety and confusion given the need for expertise to interpret findings and the importance of further follow-up [5, 6]. In fact, in a survey of approximately 1400 physicians, only one-fifth were comfortable with direct release of clinically significant abnormal results [9], and real cases document how unintended consequences of automatic release may lead to significant emotional distress [10, 11]. Limited data suggest that results with high emotional impact should be communicated verbally first [12].

To inform this ongoing debate, this project surveyed the largest sample of patients to our knowledge to date for their thoughts, attitudes, and opinions surrounding the immediate release of test results to the electronic patient portal of a large academic medical center. Primary objectives included (1) to identify what methods were preferable, acceptable, and unacceptable to first receive results of increasingly serious tests, (2) to determine whether these preferences and acceptability change with a delay in receiving the results, and (3) to understand patients’ emotional responses to the immediate release of test results.

Methods

An online survey was developed by the Cleveland Clinic Market Research & Insights and Office of Patient Experience departments. The Market Research & Insights department conducts both quantitative and qualitative projects to improve patient engagement and experience. Designed as a marketing project, this work was not considered human subjects research and was excluded from review by the Institutional Review Board in accordance with institutional and government policy. This approach allowed for ready access and quick patient responses to guide policy at our institution.

Incorporating both quantitative and qualitative questions, the survey asked respondents to identify which methods were preferable, acceptable, and unacceptable to first receive the results of increasingly serious tests (Online Resource 1). It also included logic to determine whether these preferences and acceptability change with a delay in receiving the results. Additional questions examined respondents’ hypothetical emotional responses to the immediate release of increasingly serious test results before collecting demographic data.

The link to the online survey was provided in the electronic patient portal’s quarterly newsletter that was sent out in November 2017, with fielding dates including November 22, 2017 through December 31, 2017. The newsletter was sent to all patients at Cleveland Clinic with an email address (~ 1.5 million). To participate, respondents needed to have an active portal account. Participants who completed the online survey were given the option to enter a sweepstakes to win one of five, $50 Amazon eGift Cards. As of November 30, 2017, there were 881,777 active electronic patient portal users. There were 8030 respondents who reported having a portal account, and thus were eligible to participate (< 1% response among active portal users).

Data were analyzed in SPSS using descriptive statistics and Z-tests [13]. The Bonferroni method was used to correct for multiple comparisons. Two Market Research & Insights team members independently reviewed qualitative data to identify themes. After this process of data immersion, the team members reconciled disagreement in their list of themes and selected representative comments for inclusion.

Results

Of the 8030 respondents, 71% identified as female, 85% white, and 54% between ages 55 and 74 (Table 1). One-third reported insurance through an employer plan (32%) and an additional third reported insurance through Medicare either as a primary plan (22%) or through a Medicare Advantage Plan (10%). While one-third denied having any medical conditions (low risk, 32%), 56% reported having at least one medical condition (rising risk). Another 7% reported having at least one medical condition as well as two or more emergency department or two or more inpatient admissions in the last 6 months (high risk). A majority of respondents reported having been tested for high cholesterol (88%) and strep throat (65%), with 51% and 39% of respondents reporting having tested positive, respectively. Sixteen percent (16%) reported having received test results consistent with cancer and < 5% for STD, fetus miscarriage, genetic predisposition to cancer, and Alzheimer’s disease on PET scan.

Table 1.

Respondent Characteristics (n = 8,030)

N (%) N (%)
Gender Retired
   Female 5726 (71)    Yes 3333 (42)
Age Income
   <18 4 (<1)    <25,000 779 (10)
   18-24 244 (3)    $25,000-49,999 1358 (17)
   25-34 684 (9)    $50,000-74,499 1272 (16)
   35-44 788 (10)    $75,000-99,999 943 (12)
   45-54 1274 (16)    $100,000-124,999 728 (9)
   55-64 2174 (27)    $125,000-150,000 395 (5)
   65-74 2150 (27)    >$150,000 563 (7)
   75-84 651 (8)    Would rather not say 1992 (25)
   85+ 61 (1)
Race/Ethnicity Education
   White 6792 (85)    HS Grad or less 1011 (13)
   Black or African American 532 (7)    Some college, no degree 1874 (23)
   Hispanic 234 (3)    Associate degree 966 (12)
   Asian 125 (2)    Bachelor’s degree 2221 (28)
   American Indian / Alaskan Native 47 (1)    Master’s degree 1411 (18)
   Hawaiian / Other Pacific Islander 9 (<1)    Professional/doctorate degree 547 (7)
   Other 93 (1)
   Prefer not to say 329 (4)
Medical Conditions Insurance
   Hypertension 2748 (34)    Employer insurance plan 2593 (32)
   Hypercholesterolemia 2722 (34)    Medicare as primary plan 1800 (22)
   Obesity 1653 (21)    Spouse’s insurance plan 1206 (15)
   Diabetes 976 (12)    Medicare Advantage Plan 778 (10)
   Asthma 813 (10)    Retirement Plan by Former Employer 389 (5)
   Coronary artery disease 458 (6)    Medicaid 344 (4)
   Chronic obstructive pulmonary disease 323 (4)    Insurance purchased from insurance company/broker 174 (2)
   Chronic kidney disease 274 (3)    Insurance purchased from insurance marketplace 153 (2)
   Heart failure 245 (3)    Managed Medicaid plan 101 (1)
   Pneumonia 89 (1)    Military Health Care Plan 56 (1)
   Prefer not to say 414 (5)    Other 274 (3)
   None 2648 (33)    I am not sure 79 (1)
   No current health insurance 83 (1)
Medical Risk Levela Prescription Medications (in the past month)
   Unknown 429 (5)    None
   Low Risk 2581 (32)    1-3 1081 (13)
   Rising Risk 4491 (56)    4-6 3622 (45)
   High Risk 529 (7)    7-9 2064 (26)
   10+ 698 (9)
   Not sure 369 (5)
   Prefer not to say 21 (<1)
175 (2)
Previous Medical Testingb Portal Usage
   Cholesterol Test    Daily 147 (2)
   Strep Throat Test 88 (51)    2-6 times a week 729 (9)
   Cancer Test 65 (39)    Weekly 1053 (13)
   STD Testing 36 (16)    2-3 times a month 1905 (24)
   Fetus Miscarriagec 24 (2)    Once a month 1431 (18)
   Genetic Testing for Cancer 12 (5)    6-11 times a year 1189 (15)
   PET Scan for Alzheimer’s 8 (2)    2 to 5 times a year 1231 (15)
   None were positive / prefer not to say 2 (<1)    Once a year 179 (2)
   I have not undergone any of these tests (23)    < Once a year 109 (1)
4    Never 57 (1)

aLow risk = no medical condition, rising risk = has at least one medical condition, high risk = has at least one medical condition and have had 2 + emergency department or 2 + inpatient experiences in the last 6 months

bNumber outside parentheses represents percentage tested for the condition, number within parentheses represents the percentage of those tested who reported a positive test result

cOnly asked to females under the age of 45

A majority of respondents were accepting of first learning their test results from the electronic patient portal for a cholesterol test (74%, versus 62% prefer) and a strep throat test (57%, versus 39% prefer) (Table 2). However, most respondents would prefer an in-person appointment for more serious tests such as a cancer test (54%) and a test to determine if a woman will miscarry a fetus (53%). Respondents who reported accessing the portal more than once a week were more accepting of receiving serious test results through the portal test results section than respondents who reported accessing the portal once a week to once a month (Alzheimer’s: 30% vs. 23%, p < 0.001; cancer: 24% vs. 17%, p < 0.001), 1 to 11 times per year (Alzheimer’s: 30% vs. 18%, p < 0.001; cancer: 24% vs. 14%, p < 0.001), or less than once a year/never (Alzheimer’s: 30% vs. 15%, p < 0.001; cancer: 24% vs. 8%, p < 0.001). Respondents with total annual household income under $50,000 were also more accepting of receiving serious test results through the portal test results section than those with a total annual household income greater than or equal to $100,000 (Alzheimer’s: 26% vs. 18%, p < 0.001; cancer: 20% vs. 14%, p < 0.001). The same was true for respondents who reported a high school education versus those with a bachelor’s degree or higher (Alzheimer’s: 31% vs. 19%, p < 0.001; cancer: 23% vs. 15%, p < 0.001; fetal miscarriage: 31% vs. 15%, p < 0.001). The trend reversed when considering less serious tests; those with an annual income over $100,000 were more accepting of receiving cholesterol and strep test results through the portal test results section than those making less than $50,000 annually (cholesterol: 78% vs. 70%, p < 0.001; strep: 62% vs. 54%, p < 0.001). For all tests except fetal miscarriage, those in the over $100,000 annual income bracket were more accepting of receiving results in a virtual, or online, appointment with a provider (Alzheimer’s: 19% vs. 12%, p < 0.001; cancer: 18% vs. 11%, p =  < 0.001; STD: 19% vs. 12%, p < 0.001; genetic testing: 23% vs. 15%, p < 0.001; cholesterol 18% vs. 12%, p < 0.001; strep: 19% vs. 13%, p < 0.001). Again, a similar pattern existed when comparing individuals with a bachelor’s degree or higher to those with a high school education or less (Alzheimer’s: 16% vs. 10%, p < 0.001; cancer: 15% vs. 10%, p < 0.001; STD: 17% vs. 9%, p < 0.001; genetic testing: 21% vs. 11%, p < 0.001; cholesterol: 16% vs. 9%, p < 0.001, strep: 18% vs. 9%, p < 0.001).

Table 2.

Acceptable and Preferred Methods for First Learning Test Result

graphic file with name 12553_2021_628_Tab2_HTML.jpg

aAcceptable n (%) / Prefer n (%)

bFetal miscarriage only asked to females under age 45

cMost common “other” ways: email, text message, mail, in-person

For most tests there are no notable differences in preference of receiving test results through the portal test results section between respondents who reported having previously been diagnosed with the condition in question (“patients”) and respondents who reported having not (“non-patients”) (Table 3). One significant exception is that patients were more likely than non-patients to be accepting of first learning their test results through the portal for a STD test (36% vs. 28%, p = 0.026). Although there were also statistically significant differences between self-identified patients and non-patients for both cancer (19% vs. 16%, p = 0.012) and cholesterol (73% vs. 75%, p = 0.010) testing, the magnitude of these differences was limited.

Table 3.

Patients (Who Tested Positive) vs. Non-Patients: Acceptable / Preferred for First Learning Test Result Through Portal Test Results Section

Acceptable Preferred Unacceptablec
(Patient n,
Non-Patient n)
Patients Non-Patient Patient Non-Patient Patient Non-Patient

Cholesterol Test

(n = 4126, n = 3585)

2995 (73)a,b 2695 (75) 2550 (62) 2241 (63) 248 (6) 207 (6)

Strep Throat Test

(n = 3157, n = 4554)

1845 (58) 2581 (57) 1220 (39) 1809 (40) 239 (8) 507 (11)

Genetic Testing for Cancer

(n = 195, n = 7516)

76 (39) 2990 (40) 48 (25) 1860 (25) 66 (34) 2420 (32)

STD Testing

(n = 200, n = 7511)

71 (36)† 2127 (28) 33 (17) 1268 (17) 70 (35) 3044 (41)

Cancer Test

(n = 1317, n = 6394)

247 (19)† 1020 (16) 108 (8) 451 (7) 760 (58) 3786 (59)

PET Scan for Alzheimer’s

(n = 22, n = 7689)

4 (18) 1647 (21) 2 (9) 787 (10) 14 (64) 4033 (52)

Fetus miscarriage

(n = 76, n = 1232)

12 (16) 223 (18) 6 (8) 89 (7) 36 (47) 647 (53)

aN(%)

bStatistically significant difference at the 95% confidence level vs. the comparable percentage of non-patients

cDelivering results via the electronic patient portal is not acceptable even if could find out results up to three weeks before contact from provider

When patients have to wait two days to discuss their results with the physician or other healthcare provider’s office, the overwhelming majority of respondents want cholesterol and strep throat tests immediately through the portal test results section, with a narrow majority also wanting results from genetic testing for cancer (Table 4). When weighing the possibility of a 3-week wait, most respondents want automatic portal results for cholesterol, strep throat, genetic, and STD tests, but a little over half still reported that it is unacceptable to receive Alzheimer’s, fetal miscarriage, and cancer test results in this manner. Free response answers as to why this manner of returning results is unacceptable revealed two distinct themes: 1) the emotional impact of receiving test results, and 2) the need for explanation and follow-up with their healthcare provider. Respondents highlighted that in these sensitive situations, results from a computer are impersonal and do not provide an opportunity for clarification, questions, and discussion of next steps.

Table 4.

Participants Who Initially Said Unacceptable to Learn Results through Portal Test Results Section: Acceptable if Can Find Out Results 2 Days, 1 Week, or 3 Weeks before Contact from Provider

graphic file with name 12553_2021_628_Tab4_HTML.jpg

aPercent who said: “In this scenario it is acceptable to first learn this test result through the electronic patient portal.”

bDelivering results via the electronic patient portal is not acceptable in any of these scenarios

cN(%)

In the event of the immediate release of test results to the electronic patient portal, most respondents (51%) would view these results, regardless of the test, prior to having the opportunity to discuss them with their provider. However, 41% of respondents would wait to discuss it first with their provider for a cancer test, 34% for a PET scan for Alzheimer’s, and 30% for a test to determine if they would miscarry a fetus. Respondents reported they were more likely to feel informed with immediate results release when receiving less serious tests such as cholesterol and strep, but anxious when receiving more serious test results such as a fetal miscarriage (Table 5). Women were more likely than men to feel anxious with immediate results release after Alzheimer’s (47% vs. 38%, p < 0.001), cancer (53% vs. 43%, p < 0.001), genetic (31% vs. 23%, p < 0.001), and STD (38% vs. 29%, p < 0.001) testing. Meanwhile, men were more likely to feel indifferent about immediate results release for all tests (Alzheimer’s: 7% vs. 4%, p < 0.001; cancer: 5% vs 3%, p < 0.001; cholesterol: 16% vs. 13%, p = 0.006; genetic: 9% vs. 6%, p =  < 0.001; STD: 8% vs. 5%, p < 0.001; strep: 12% vs. 8%, p < 0.001).

Table 5.

Emotions Associated with Immediate Portal Results Release

graphic file with name 12553_2021_628_Tab5_HTML.jpg

aN(%)

bCommon responses included confused, scared, sad, concerned, and frustrated

With regard to respondents’ prior experiences, of those who reported testing positive for high cholesterol, 68% received the test results through the electronic patient portal prior to discussing the results with their physician / provider’s office. Twenty-two percent (22%) of those who tested positive for a STD, 18% of those who had a PET scan consistent with Alzheimer’s, and 18% of those who tested positive for strep throat received their results through the portal prior to discussing the results with their physician / provider’s office (vs. 17% genetic testing for cancer, 16% cancer test, and 13% fetal miscarriage). For less serious tests such as strep and cholesterol, patients generally felt more indifferent or positive towards receiving results through the portal. Representative quotes include:

  • “Because strep throat is a common and non-life-threatening illness, I was glad to receive the results as soon as possible via [the portal].” (Strep)

  • “[I] appreciated learning before [my doctor] appointment. [I was] better prepared to discuss [the] result.” (Cholesterol)

For patients with cancer, emotions were more mixed; some were glad to be informed, but others felt anxious and had questions. Representative quotes include:

  • “[I felt] informed and relieved that I would have time to do… research so I could ask the oncologist… specific… questions.” (Cancer)

  • “[I had] so many questions [that] I wanted answered right then… but [there was] no one to ask, so I worried more.” (Cancer)

  • “I am fine with knowing. Waiting for results makes me more anxious then finding out and knowing.” (Cancer)

  • “[I was] upset and shock[ed]. [The] test reported [a] possibility of metastatic disease. I was referred for [the] scan on minor follow-up, so it was very upsetting. My doctor did try to contact me prior to [the] report being released.” (Cancer)

Discussion

Recognizing the trend towards increased transparency in healthcare worldwide [12], we conducted this survey project to learn more about patients’ preferences for use of electronic patient portals. We found that release of results online is an acceptable way to deliver news for less serious tests, but not for more consequential tests, because of the personal nature of the results, the need for immediate answers to questions, and the desire for interpretation and follow-up planning. This pattern largely remained even when considering up to a three-week wait time to receive results directly from the provider. In this vein, our findings suggest that patients are more likely to feel informed when receiving less serious test results, but more anxious when receiving results from more consequential tests. These results are especially important given that the American 21st Century Cures Act Final Rule now requires that patients be able to access their electronic medical record with limited exceptions [3].

Our findings build upon previous literature on patient preferences for online portals [14]. Although feedback has been largely positive in some studies [15], notable cases document how automatic release of abnormal results may lead to significant emotional distress [1011]. Even normal results may lead to confusion and stress for patients, given potential difficulty with interpreting complex medical terminology [16]. Qualitative comments from patients in our large-scale survey echo these sentiments. For example, previous qualitative analysis of 13 semi-structured interviews suggested that results with high emotional impact should be communicated verbally first [12]. Furthermore, patients’ desire to receive more serious results directly from providers and anxiety about these tests reflect previously documented physician concerns regarding electronic release of abnormal results [6, 9].

To our knowledge, this is the largest sample of patients surveyed to date on immediate release of test results online. The project is also strengthened by inclusion of patients who have tested positive on the tests included in the survey; these real-life experiences inform their preferences, and the similarity in findings between patients and non-patients who have never tested positive supports the validity of even this more hypothetical data.

Nevertheless, this project has several limitations. First, our response rate was low at < 1%. This may introduce bias, as patients who feel strongly about the issue might have been more likely to participate and may be fundamentally different than others who use the electronic patient portal. However, this project was conducted using market research techniques, not biomedical research methods, and in marketing, low response rates along this magnitude are not atypical [17]. Furthermore, in the recent past there has been a shift towards recognizing that a higher response rate does not ensure a more representative sample [1820]. Our sample population was largely representative of the institution’s patient population with regard to race, and although survey respondents were slightly younger with a greater proportion of women, this shift reflects patterns of online patient portal use previously documented in the literature [10]. Nevertheless, our findings may not be generalizable to other populations. Second, our findings rely exclusively on respondent recall, which introduces potential bias and inaccuracy. However, to maintain anonymity, it was important that respondents self-identified as electronic patient portal users and self-reported the frequency of their portal use, rather than second-hand collection of this data from digital health records. Similarly, respondents also self-identified as patients for the conditions in question.

Notably, our data was collected prior to the COVID-19 pandemic, which has led to a drastic increase in the use of virtual visits for health care. We found that a minority of respondents were accepting of virtual visits as an option for direct delivery of test results from their provider. Following documented trends in the literature [21], those of higher income and educational attainment demonstrated higher levels of support for telemedicine. Acceptance of virtual visits for return of test results may be substantially greater in a post-pandemic world.

Further research is needed to optimize the implementation of electronic patient portals and telehealth experiences more generally. As governments and healthcare systems develop new standards for transparency in medicine, data should guide which results should be shared on electronic patient portals, for whom, how, and when. In this time of growing distrust in science [22], research must not only examine the impact of such regulation on patients and providers, but also on society and medicine as a whole.

In conclusion, our findings suggest that release of results online is an acceptable way to deliver news for less serious tests, but not for more consequential tests. Although providing patients with access to test results increases transparency, it may not be appropriate in all circumstances. In this era of increasing transparency in medicine, we present evidence-based recommendations to help healthcare institutions and providers respond in a way that empowers and supports patients (Table 6). Moving forward, healthcare organizations should automatically release results of less sensitive tests to electronic patient portals but consider a temporary delay in the automatic release of more sensitive information. Electronic patient portals should not supersede traditional patient-provider communication, particularly with regard to potentially anxiety-provoking, sensitive test results that require immediate explanation and timely follow-up. Through preemptive conversations with patients regarding the significance of results and plans for their release, providers acknowledge the potential emotional impact of test results and may tailor care to accommodate different patient preferences.

Table 6.

Recommendations to Guide Utilization of Electronic Patient Portals for Test Results Release

Recommendations
Recognizing our finding that the large majority of patients prefer immediate release of less sensitive test results, healthcare organizations should automatically release results of less sensitive tests to electronic patient portals.
Recognizing our finding that many patients prefer to hear the results of more sensitive tests directly from their provider, healthcare organizations should consider a temporary delay in the automatic release of more sensitive test results to electronic patient portals. This delay may be automatically triggered or an option selected by the clinician after discussion with the patient at the time of ordering.
Given the wide variability of patient preferences in our findings, electronic patient portals should include settings to accommodate different preferences. For example, technology should allow for patients to opt-out of immediate release of results and choose another alternative.
Acknowledging the potential for negative reactions to sensitive test results released prior to physician contact noted in our findings, at the time of ordering, providers should take care to discuss the significance of the results and the plans for their release. Providers should also indicate understanding of the potential emotional impact and remind patients that they may choose to wait to view the results in the portal until they speak with the provider.

Supplementary information

Below is the link to the electronic supplementary material.

Acknowledgements

Internal peer review by Mary Beth Mercer, MPH.

Author contributions

LP and SLR conceived the initial idea and BB reviewed the literature. SS and JC designed the survey, collected responses, and analyzed the data with contributions from all authors. BB wrote the manuscript with input from all authors. All authors approve the final version of the manuscript as published.

Funding

Internally funded by the Cleveland Clinic MyChart Team.

Data Availability

Data are available on request from the authors.

Declarations

Ethical approval

Designed as a marketing project, this work was not considered human subjects research and was excluded from review by the Institutional Review Board in accordance with institutional and government policy.

Conflict of interest

The authors declare that they have no conflict of interest.

Footnotes

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Feeley TW, Shine KI. Access to the medical record for patients and involved providers: Transparency through electronic tools. Ann. Intern. Med. American College of Physicians; 2011. p. 853–4. [DOI] [PubMed]
  • 2.Scheurer D. Hospitalists should embrace advances, transparency in health record technology [Internet]. Hospitalist. 2015 [cited 2020 Feb 12]. Available from: https://www.the-hospitalist.org/hospitalist/article/122299/hospitalists-should-embrace-advances-transparency-health-record
  • 3.Office of the National Coordinator for Health Information Technology. About ONC’s Cures Act Final Rule [Internet]. [cited 2020 Nov 18]. Available from: https://www.healthit.gov/curesrule/overview/about-oncs-cures-act-final-rule
  • 4.Casalino MDO, Jerge KF, Frequency of failure to inform patients of clinically significant outpatient test results (Archives of Internal Medicine, 169, 12, (1123–1129)) Arch Intern Med. 2009;2009(169):1626. doi: 10.1001/archinternmed.2009.130. [DOI] [PubMed] [Google Scholar]
  • 5.Giardina TD, Singh H. Should patients get direct access to their laboratory test results?: An answer with many questions. JAMA - J Am Med Assoc. 2011;306:2502–2503. doi: 10.1001/jama.2011.1797. [DOI] [PubMed] [Google Scholar]
  • 6.Callen J, Giardina TD, Singh H, Li L, Paoloni R, Georgiou A, et al. Emergency physicians’ views of direct notification of laboratory and radiology results to patients using the internet: A multisite survey. J Med Internet Res. 2015;17:1–13. doi: 10.2196/jmir.3721. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Poon EG, Gandhi TK, Sequist TD, Murff HJ, Karson AS, Bates DW. I Wish I Had Seen This Test Result Earlier! Arch Intern Med. 2004;164:2223. doi: 10.1001/archinte.164.20.2223. [DOI] [PubMed] [Google Scholar]
  • 8.Henshaw D, Okawa G, Ching K, Garrido T, Qian H, Tsai J. Access to radiology reports via an online patient portal: Experiences of referring physicians and patients. J Am Coll Radiol [Internet]. Elsevier Inc; 2015;12:582–586.e1. Available from: 10.1016/j.jacr.2015.01.015 [DOI] [PubMed]
  • 9.Giardina TD, Callen J, Georgiou A, Westbrook JI, Greisinger A, Esquivel A, et al. Releasing test results directly to patients: A multisite survey of physician perspectives. Patient Educ Couns [Internet]. Elsevier Ireland Ltd; 2015;98:788–96. Available from: 10.1016/j.pec.2015.02.011 [DOI] [PubMed]
  • 10.Krasowski M, Grieme C, Cassady B, Dreyer N, Wanat K, Hightower M, et al. Variation in results release and patient portal access to diagnostic test results at an academic medical center. J Pathol Inform [Internet]. Wolters Kluwer Medknow Publications; 2017 [cited 2020 Feb 12];8:45. Available from: http://www.ncbi.nlm.nih.gov/pubmed/29226008 [DOI] [PMC free article] [PubMed]
  • 11.Pillemer F, Price RA, Paone S, Martich GD, Albert S, Haidari L, et al. Direct release of test results to patients increases patient engagement and utilization of care. PLoS ONE. 2016;11:1–9. doi: 10.1371/journal.pone.0154743. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Giardina T, Modi V, Parrish D, Singh H. The patient portal and abnormal test results: An exploratory study of patient experiences. Patient Exp J. 2015;2:148–154. doi: 10.35680/2372-0247.1055. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.IBM Corp. IBM SPSS Statistics for Windows. Armonk, NY: IBM Corp; 2020.
  • 14.Kayastha N, Pollak KI, LeBlanc TW. Open Oncology Notes: A Qualitative Study of Oncology Patients’ Experiences Reading Their Cancer Care Notes. American Society of Clinical Oncology; 2018;14:e251–8. 10.1200/JOP.2017.028605 [DOI] [PubMed]
  • 15.Christensen K, Sue VM. Viewing Laboratory Test Results Online: Patients’ Actions and Reactions. J Particip Med. 2013;5:e38.
  • 16.Giardina TD, Baldwin J, Nystrom DT, Sittig DF, Singh H. Patient perceptions of receiving test results via online portals: A mixed-methods study. J Am Med Informatics Assoc. 2018;25:440–446. doi: 10.1093/jamia/ocx140. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Hulland J, Baumgartner H, Smith KM. Marketing survey research best practices: evidence and recommendations from a review of JAMS articles. J Acad Mark Sci; 2018;46:92–108.
  • 18.Hendra R, Hill A. Rethinking Response Rates: New Evidence of Little Relationship Between Survey Response Rates and Nonresponse Bias. Eval Rev [Internet]. SAGE Publications Inc.; 2019 [cited 2020 Feb 15];43:307–30. Available from: http://www.ncbi.nlm.nih.gov/pubmed/30580577 [DOI] [PubMed]
  • 19.Keeter S. The Impact of Survey Non-Response on Survey Accuracy. In: Vannette DL, Krosnick JA, editors. Palgrave Handb Surv Res. Cham, Switzerland: Springer International Publishing; 2018. pp. 373–381. [Google Scholar]
  • 20.Keeter S. Evidence about the Accuracy of Surveys in the Face of Declining Response Rates. In: Vannette D, Krosnick JA, editors. Palgrave Handb Surv Res. Cham, Switzerland: Springer International Publishing; 2018. pp. 19–22. [Google Scholar]
  • 21.Stenberg PL. Rural Individuals’ Telehealth Practices: An Overview [Internet]. 2018. Available from: www.ers.usda.gov
  • 22.Khullar D. Do You Trust the Medical Profession? - The New York Times. New York Times [Internet]. [cited 2021 Sep 26]; Available from: https://www.nytimes.com/2018/01/23/upshot/do-you-trust-the-medical-profession.html

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