PMCCPMCCPMCC

Search tips
Search criteria 

Advanced

 
Logo of jamiaJAMIA - The Journal of the American Medical Informatics AssociationInstructions for authorsCurrent TOC
 
J Am Med Inform Assoc. 2013 Mar-Apr; 20(2): 245–251.
Published online Jul 21, 2012. doi:  10.1136/amiajnl-2012-000894
PMCID: PMC3638178
Challenges to nurses' efforts of retrieving, documenting, and communicating patient care information
Gail Keenan,corresponding author1 Elizabeth Yakel,2 Karen Dunn Lopez,1 Dana Tschannen,2 and Yvonne B Ford3
1University of Illinois Chicago, Chicago, Illinois, USA
2University of Michigan, Ann Arbor, Michigan, USA
3Western Michigan University, Kalamazoo, Michigan, USA
corresponding authorCorresponding author.
Correspondence to Dr Gail Keenan, University of Illinois, College of Nursing, 845 S Damen Ave (MC 802), Chicago, IL 60612, USA; gmkeenan/at/uic.edu
Preliminary results of the study were presented at the AMIA Fall Symposium, 2007, in a panel entitled: Implications of the findings from a 3 yr study of a standardized HIT supported care management system: HANDS.
Received February 11, 2012; Accepted June 23, 2012.
Objective
To examine information flow, a vital component of a patient's care and outcomes, in a sample of multiple hospital nursing units to uncover potential sources of error and opportunities for systematic improvement.
Design
This was a qualitative study of a sample of eight medical–surgical nursing units from four diverse hospitals in one US state. We conducted direct work observations of nursing staff's communication patterns for entire shifts (8 or 12 h) for a total of 200 h and gathered related documentation artifacts for analyses. Data were coded using qualitative content analysis procedures and then synthesized and organized thematically to characterize current practices.
Results
Three major themes emerged from the analyses, which represent serious vulnerabilities in the flow of patient care information during nurse hand-offs and to the entire interdisciplinary team across time and settings. The three themes are: (1) variation in nurse documentation and communication; (2) the absence of a centralized care overview in the patient's electronic health record, ie, easily accessible by the entire care team; and (3) rarity of interdisciplinary communication.
Conclusion
The care information flow vulnerabilities are a catalyst for multiple types of serious and undetectable clinical errors. We have two major recommendations to address the gaps: (1) to standardize the format, content, and words used to document core information, such as the plan of care, and make this easily accessible to all team members; (2) to conduct extensive usability testing to ensure that tools in the electronic health record help the disconnected interdisciplinary team members to maintain a shared understanding of the patient's plan.
Keywords: Information flow, documentation, communication, hand-offs, electronic health record, informatics research, nursing science, standardized terminologies, EHR science, EHR, recordkeeping practices, genre analysis, nursing
In the USA, approximately 98 000 deaths are attributed to errors in healthcare each year, more deaths per year than from breast cancer, AIDS, or motor vehicle collisions.1 With over 60% of these errors attributed to failures of communication and information flow,2 the importance of understanding and improving these processes cannot be overstated. Although new technologies are being introduced in healthcare settings to improve quality and safety, they most often tend to target direct patient care processes, such as computer-supported medication order and administration systems,3 or smart IV pumps,4 when in fact systems to improve information management and information flow are needed most. Although there are a number of work-flow single-site studies reported in the literature, we found an absence of studies that contrasted information flow in multiple organizations. To date, there is poor understanding of hospital information flow practices and a dearth of evidence-based tools to support information management. In a high-pressure environment such as healthcare, where any information mishandling can potentially lead to devastating consequences, this requires immediate attention.
Even in its most streamlined form, the delivery of the vast majority of acute healthcare services involves interdependent work by individuals representing several disciplines executing specific activities asynchronously. Compounding the challenges of this interdependent asynchronous work is the fact that healthcare delivery is inherently non-linear and unpredictable.5 Well-designed and uniformly used patient care information systems have the potential to decrease complexity and support clinicians in their efforts to manage information and overall flow among all disciplines.6 The success of these systems depends largely on how well they can support care planning, documentation and information management, and flow within acceptable workflow practices.7 In order to design systems that can improve information management and communication and are applicable beyond a single setting, it is important to understand current workflow practices in a representative sample of multiple settings.
Nurses routinely coordinate, deliver, and monitor patient care at the front line on behalf of all involved disciplines and thus are central to ensuring effective information management and flow. This study was an initial step in a larger study to implement and test a web-deployed big picture summary tool designed to support the nurse in carrying out the role of central integrator of information for the entire healthcare team. With this in mind, the purpose of this study was to describe existing nursing practices that affect information management and flow. To accomplish this goal, we completed a series of observations primarily focused on nurses' existing inter- and intra-disciplinary patterns of written, electronic, and oral communication and information management.
We used ethnographic observation for this study which included direct observation of nursing documentation, communication practices, and care planning processes. In addition, we examined nurse-designed communication artifacts on eight diverse hospital units.
Sample
Convenience sampling with maximum variation strategies at the hospital, unit, and nurse level was used to support generalizability. At the hospital level, a convenience sample of four diverse hospital types was selected: a large university teaching hospital, two large community hospital systems, and one small community hospital. The hospital sizes ranged from 82 to 865 inpatient beds and 95 611 to 1 521 824 outpatient visits/year. At the unit level, to further enhance generalizability, we selected a subset of eight sample units representative of a wide range of adult patient population types and unit characteristics (table 1). Selected units were required to meet the following nurse administrator-perceived criteria at baseline: (1) adequate staffing; (2) low turnover; (3) willingness to participate in the study; and (4) nurse manager commitment to support the future study intervention. At the nurse level, maximum variation strategy was used to include at least one novice (0–3 years of experience) and one expert (4 or more years of experience) nurse per unit. Benner's five categories of expertise8 were collapsed (novice=beginner, advanced beginner, competent; expert = proficient and expert) to ensure balanced experience across subjects while accommodating the small sample size. Total nurse subjects included 20 nurses (nine novices with 7 months to 3 years' experience, and 11 experts with 6–45 years' experience) who were shadowed for 200 total hours (~25 h per unit). All nurses who were invited to participate agreed to do so.
Table 1
Table 1
Characteristics of hospital units included in the observation study
Procedure
In preparation for observations, nurse managers for each of the eight study units were interviewed and asked to explain the processes, forms, and electronic tools used in nursing documentation and communication. Next, nurses were identified who would be working on the shifts that research assistants were scheduled to observe. Initially, nurses were selected randomly and invited to participate. As the study progressed, nurses were selected to ensure maximum variation in Benner's novice to expert categories. We conducted observations for every shift (7:00–15:00, 15:00–23:00, 23:00–7:00, or 7:00–19:00 and 19:00-7:00) on every unit.
To conduct the observations, a trained nurse research assistant not employed by the hospital shadowed each nurse participant for an entire shift. Each potential subject was contacted ahead to explain the study and determine willingness to be shadowed for an upcoming shift. Observations began at the beginning of the shift during the oncoming hand-off and ended with an interview that followed the nurse's hand-offs at the end of the shift. This produced a minimum of 24 h of observations on each of the eight units. Standardized protocol observation forms developed in an earlier pilot study9 were used to guide the systematic collection of all the data gathered in this study by nurse research assistants (table 2).
Table 2
Table 2
Standardized observation protocol forms used to guide collection of data
The research assistants recorded all communication activities (oral and written) using the structured observation protocol. Specifically, they observed data entry and retrieval, including recorded duplications for data entry (eg, documentation of information into a paper chart form and also into the electronic health record (EHR)), data retrieval (from an electronic database to a working paper document, eg, scrap or a patient summary sheet), and oral communication patterns between various healthcare team members. The research assistants took detailed notes describing these activities and collected related written artifacts (eg, printouts, forms, and scraps) created throughout the observation session. After observation sessions, all communication and documentation activities were entered into spreadsheets by the research assistants. The spreadsheets were used to organize the observation data made by the research assistant during the shadowing. In addition, a narrative was created describing the observed information flow for each observation session.
Protection of human subjects
The research was approved by institutional review boards at all hospitals. All nurses participated in an informed consent process and signed a written consent form before observation. Nurse identities were kept confidential throughout the data collection process. To maintain patient confidentiality, no patient names were recorded during the observation sessions, and there was no documentation of nurse–patient communication. If patient names appeared on the written artifacts, the research assistant blacked out the names with a permanent marker before leaving the unit.
Data analysis
The observed and written artifactual data were coded independently by one of the principal investigators (EY) using the observation protocol and directed content analysis procedures10 to develop the initial coding categories. Any data that could not be coded within these categories were coded inductively with new codes derived from the data.10 In this way, the initial coding categories were revised and refined to best fit the emerging data. Coding decisions were reviewed by the other principal investigator (GK), and consensus was developed between the two investigators. Their decisions were revised iteratively throughout the data collection and analysis period, and then synthesized into three descriptive themes.
We used standard approaches of qualitative research to ensure analytic rigor, including peer debriefing and prolonged engagement.11 Peer debriefing sessions consisted of several 2–3 h sessions between the first two authors and the research assistants to review the coding decisions. In cases where we disagreed about coding decisions, we discussed and clarified decisions until we achieved consensus. In addition, a thick narrative description of the information flow on each unit was synthesized from all the units' observations, and representative descriptions were provided to establish the context for transferability.11 While nurse managers' descriptions of communication practices were collected to orient the researchers to the expected practices, these descriptions often differed from actual practice. Thus only observed practices and artifacts were considered part of the coding dataset. Finally, an audit trail consisting of raw data, field notes, and initial and final coding decisions was maintained to confirm that the findings were grounded in the data.
Overall, on all the study units, nursing information work consisted of recording and retrieving information from paper and electronic sources, and talking to other healthcare personnel. Nurses devoted 31–37% of their time retrieving information, orally communicating, and documenting on seven of the eight study units (table 3).i While similar activities occurred on all units, they differed by location, technology involved, and documentation practices. These differences affected the pace of work and flow of information. Overall, we identified three common themes that characterize the challenges we observed in nurses' efforts to retrieve, document, and communicate patient care information in all units: (1) variation in documentation and communication practices; (2) absence of a current centralized care overview in the patient's electronic record; (3) rarity of interdisciplinary communication (table 4).
Table 3
Table 3
Percentage of shift time that registered nurse spent managing, documenting, and orally communicating about patient care information
Table 4
Table 4
Major themes with examples by site
Theme 1: variation in documentation and communication practices
We observed a wide variety in nurse documentation and communication practices particularly in the (1) use of paper, (2) balance of paper versus electronic documentation, and (3) RN hand-off practices across the study units. Electronic systems included EHRs, medication administration applications, and online physician order entry systems.
Use of paper
In the presence of electronic systems, nurses still used paper forms to support their use of these systems. The number of forms on the eight study units ranged from seven to 24, although in our observation significantly fewer were actually used. Many of these paper forms were outputs of the electronic systems, such as medicine administration records, flow sheets, physician order forms, and plans of care.
In addition to paper forms, ‘scraps’ of paper which nurses kept in their pockets during work were in evidence in all of the units, similarly to findings of others.12 Nurses regularly highlighted, wrote on, crossed out, and put ‘post-it’ notes on their scraps. One nurse at site D personalized her information through organization, stapling different forms together to create a single long sheet. Nurses at site A made the most use of scraps, but even at site D where the Excel sheet was designed to replace scraps, we observed one of the nurses carried around a piece of paper with what she deemed essential information for her patients. At site A, scraps were also often passed along at reports, but on the other units the scraps were most often thrown out at the end of the shift.
Balance of paper versus electronic documentation
The balance of electronic versus paper documentation varied across units. All sites used some paper to augment information flow beyond the patients' health records. Interestingly, site B, the hospital with the most extensive amount of electronic documentation, had the most forms, whereas site A, the hospital with the least electronic documentation, had the fewest forms. The following narrative descriptions of two units demonstrate the wide variation in documentation systems used to accomplish similar tasks.
  • On the gerontology unit (hospital B, unit 1), computers were located at the front desk, nurses did a substantial amount of paper organizing at the beginning of each shift, creating a folder for each patient with a preprinted care summary sheet for note writing (to be later entered into a computer). Laboratory results and medications were printed out for review and transcribed on to the sheet that also contained physicians' orders and medication information. Nurses wrote notes on this sheet throughout the shift and based their hand-off reports on these notes. There was also a master overview sheet, which resided at the front desk, that was a high-level unit summary done in pencil to allow changes throughout a patient's stay. Nurses mostly used the overview at shifts' beginnings and ends to transfer information to their personal copies and back. Both nurses and physicians used a neurological assessment form that guided nurses through specific daily activities and gave physicians an overview of patients, aiding in interdisciplinary communication. Unlike the local EHR, this form also contained graphics that provided a visualization of patients' progress.
  • On the progressive care unit (site C, unit 1), computers were dispersed and were placed in between patient rooms. Although access to computers was easier, nurses still relied heavily on paper documentation which varied from formal recordkeeping systems (such as a Kardex with an overview of each patient) to very informal temporary records (such as individually devised scraps, which nurses referred to as an ‘organization sheet’). There were also two additional important documentation systems on this unit: a form to facilitate interdisciplinary communication and a medication management system. The first form was designed for interdisciplinary communication and was kept in a special section of the paper chart and was reported to promote interaction. The medication management system included two components: an overview of medications for each patient, from which information was transcribed by hand on to the ‘organization sheet,’ and the medication administration record system, which was also organized by patient and provided precise medication information.
RN hand-off practices
Hand-off, or end-of-shift report, is a central event in health information flow from nurse to nurse and is the category of oral communication involving the most time (table 3). Despite the variability between units, we observed that nurses talked more to each other than any other member of a medical team. The following narrative descriptions illustrate the variety of practices we observed in nurse-to-nurse hand-offs in information flow.
  • On the progressive care unit (site B, unit 1), nurses received a group audiorecorded report. This report consisted of pending tests, lab work, telephone calls, and other key information with a focus on tasks that need to get done during the following shift. After they were done with the report, incoming nurses themselves made patient assignment decisions.
  • On the medical–surgical unit in the community hospital (site D, unit 1), hand-offs occurred face-to-face in the nursing station. Reporting began after each nurse got a colored folder with several forms and patient information to be used throughout the shift. The first 5–10 min of the report was spent looking at information and then manually copying selected additional information on all patients on to a preprinted form. After that, nurses received their patient assignments and the incoming nurses went to find outgoing nurses previously responsible for their assigned patients for the actual hand-off report. In these instances, the nurses predominantly focused on describing patient activities and tests completed in the previous shift and tasks to be carried out in the next shift.
  • On the gerontology unit (site C, unit 1) reports took place at computers and documentation stations outside patients' rooms. As in unit D, incoming nurses received assignments and then sought out the off-going nurses who had cared for their patients. This process typically went smoothly, with little wait time when compared with the other units. The reporting took 3–7 min per patient. The nurses used the Kardex, the chart, the computer medication administration record, and a paper flow sheet during these sessions. The incoming nurses, however, wrote on scraps (self-designed paper ‘organization sheets’), and the outgoing nurses relied primarily on their own scraps to give the report.
In summary, hand-offs varied greatly by site and unit in formats and locations. However, there were definite similarities in the content of the reports. All reports included patient sketches, medication information, and emphasis on important developments. They also involved some discussion of goals for the next shift, but there was very little discussion of long-term goals or rationale for activities.
Theme 2: absence of a centralized care overview in the patient's EHR
A common form of information present on all eight participating units was a paper document that provided an overview of patient status and care needs. The following descriptions illustrate the variety in formats and content of the patient overview.
  • At site A, nurses used standard worksheets provided by the hospital or designed by the nurse manager to gather information at report and then plan the patient's care throughout a shift.
  • Site B featured a report sheet, for which a ‘pencil’ master copy was kept at the front desk to make changes throughout a patient's stay and to erase a patient's information at discharge. Nurses carried personalized copies of this around.
  • At site C, nurses designed their own assorted documents, ‘organization sheets,’ with information about patients under their care.
  • Site D nurses collaboratively developed an Excel spreadsheet to manage patient information for all patients on the unit.
At sites A and C, nurses received information about their assigned patients only. At sites B and D, on the other hand, nurses had at least some overview of all patients on the unit. This global view would provide some context for the overall patients' acuity on the unit. Site D is the only one, however, that structured unit organizational memory around this document and ensured that it was central, updated, and longitudinal. Although three of the sites had a unit-based form that contained fields for information they deemed salient, there were overlaps and discrepancies among information elements. Finally, we observed practices that represented a continuum between adherence to institutional versus personal communication preferences.
Theme 3: rarity of interdisciplinary communication
There was much less variety among the study units related to interdisciplinary communication. Despite the importance of this communication to efficient and high-quality healthcare, table 3 points to the limited amount of interdisciplinary communication in which nurses regularly engaged. Of particular note is nurse–physician communication, which takes only 1–5% of nursing time. Oral communications with other members of healthcare teams, both on and off the units, were also limited. Only 1–4% was spent on internal communications and 1–7% on external ones. Given that the other health professionals were typically not always present on the study units, it was not surprising to find that the vast majority of this rare interdisciplinary communication occurred by phone. Nurses had to consolidate and interpret information from diverse sources to coordinate and deliver patient care. At times, nurses asked for clarification from members of the medical team, but most of the time the nurses relied on their own judgments. The ultimate goal of interdisciplinary exchanges was nonetheless to seek needed information or orders and to pass this along to other members of the patient's team. Some of these exchanges were eventually documented, but most were not.
We witnessed firsthand difficulties of these interdisciplinary communications. For example, we observed nurses ‘playing phone tag’ (exchanging alternating voicemail messages) with a social worker. To minimize difficulty in interdisciplinary communication, site C unit 1 provided nurses with a cell phone on a shift-by-shift basis with key numbers of other healthcare team members for current patients pre-programmed into the phone. The other sites needed to rely on unit based telephones to contact team members resulting in nurses not being nearby when calls were returned.
This study of nurse communication and documentation in a representative sample of hospital medical–surgical units presents a picture of health information flow that is wrought with problems. The three key themes gleaned from the observations suggest that hospitals are vulnerable to undetectable sources of error that can seriously jeopardize the quality of care. The impact of wide variation in nurse documentation and communication practices is underscored when one realizes that it is possible for a patient to be cared for by six or more different nurses during a 48 h hospital stay. Since these six different nurses are never together at the same time, one must rely on the documentation and communication to ensure that the right information is carried forward. If, however, the content and format of the information conveyed varies by nurse, unit, and hospital or is not part of the permanent patient record (eg, scraps) as we found here, then it is hard to imagine how the meaning of such information can be interpreted as intended. It is no wonder that physicians, whose work flows typically cross multiple units and hospitals, do not read nursing documentation.
Causes for further concern were our observations that none of the units studied had centrally available patient care overviews that were electronic and easily accessible to the entire interdisciplinary care team. Since we also found that the non-nursing members of the team spent little time on the care units and rarely interacted with the nurses, this suggested to us that nursing information is not being used appropriately by the other health disciplines. Although the three themes identified in our data were not completely unexpected, we were surprised by the extent of negative implications that could reasonably be expected from this combination of conditions.
First, the lack of consistency in the data elements collected, words used, and processes of documenting and communicating at hand-offs across all units offered unlimited opportunities for information to be lost or misinterpreted, which increased vulnerability to errors. This is particularly problematic in today's high-acuity hospital settings, where any errors in information transfer can potentially lead to devastating consequences. The variation also adversely influences continuity of care as patients move across settings.
Second, the wide assortment of documentation, which was often home-devised, excessive, unit-specific, and included an unpredictable mix of paper and electronic formats, contributed additional opportunities for breeches to information flow. Although EHRs were available in all settings, we observed very little technological support for interdisciplinary and hand-off communication, showing underutilization of this potential resource. It also demonstrated that the available EHRs did not support nurses' need for organized and synthesized overview of their patients' status and care needs. As a result, we believe there are likely to be many more errors caused by electronic tools than previously estimated.13 Thus, in this representative sample of hospital units, the important goal of using EHRs to assist interdisciplinary healthcare teams in sharing patient care information in a meaningful way was elusive.
Third, duplication and redundancy were an accepted part of the everyday life of hospital units. Overall, information transactions across all units appeared to be more time-consuming and less effective than optimal because of the lack of systematization and standardization. This inefficiency leads to an unnecessary burden on nurses' time, which likely causes delays in care.
Fourth, although the importance of interdisciplinary communication was acknowledged on some units, similar to other studies of inadequate teamwork,14 it was apparent that the non-nursing professional team members had little to no understanding of the nursing care provided across all units. Moreover, the high volume of patient information to integrate from multiple forms made it difficult for the RNs to have a complete, thorough, and centralized overview of the patients' needs and status. Therefore it is highly unlikely that members of the interdisciplinary team had a shared understanding of the patient and that care was as adequately coordinated.
Finally, we acknowledge the limitations of this study based on the medical–surgical unit focus and the time period of the study (2005–2007). Nonetheless, we believe the results are more broadly generalizable because of our purposive sampling strategy and the fact that relevant conditions in the field have not changed dramatically since the study was conducted. We deliberately selected a wide range of medical–surgical units, as these units typically reflect the overall culture of a hospital. We drew these units from four diverse hospitals and balanced the numbers of experts and novices selected for the study to maximize the representativeness of our findings to hospital nurses. With regard to the study period, we have observed virtually no substantive changes to the major EHRs since the study that address the major deficiencies we found.
To begin to address the serious deficiencies we observed and to better support clinicians' needs, we have two major recommendations. Since the capability exists, it seems prudent to initiate a nationwide strategy to increase the level of standardization of health information in our EHRs. Specifically, we recommend that standardizing the format, content, and words used to document core information needed by the entire care team, such as the plan of care, across systems be considered a potential solution for decreasing clinician communication vulnerabilities. Meaningfully and substantively improving the consistency of core information in EHRs has the potential to dramatically reduce the variability and increase the validity and reliability of health information. In addition, by taking a nationwide approach, we can enable clinicians to seamlessly provide continuity of care wherever the patient presents.
Second, we believe that better and more extensive types of usability testing are needed to ensure that tools within the EHR help the physically disconnected interdisciplinary team to maintain a shared understanding of the patient's plan of care, team treatments, and progress toward goals. While a focus should be on testing to ensure tools work as intended before implementation, our electronic tools also need field testing capable of iterative revision as clinician workflow and information needs change. If both recommendations are implemented, we would expect to see a dramatic reduction in the errors and inefficiencies of communication, with corresponding major improvements in the continuity, safety, cost, and overall quality of care provided by the health team.
Acknowledgments
We would like to acknowledge our anonymous collaborative institutional partners and the nurses who participated in this study. We also extend our appreciation to Olga Sorokin for her contribution to an earlier draft of this work.
Footnotes
Funding: The Agency for Healthcare Research and Quality (R01 HS01 5054 02).
Competing interests: None.
Patient consent: Nurses were the study subjects and signed the consents.
Ethics approval: Ethics approval was provided by IRBs of the three hospitals involved in the study and UIC.
Provenance and peer review: Not commissioned; externally peer reviewed.
iThe small community hospital (site D) displayed a different picture, which included several interruptions (training a float nurse, attending to a combative patient, and locating a physician) and resulted in remarkably time-consuming communication. Given the nature of hospital work, we suspect that time-consuming interruptions occur occasionally on all units, but were unable to validate in this study. Nonetheless, smaller community hospitals may routinely experience greater numbers of time-consuming interruptions for reasons unique to these settings. It is also natural to expect the 8 h shift (the standard for site D) to have a higher percentage of communication time than the 12 h shift, as similar communication expectations are spread across the two different time periods.
1. Kohn LT, Corrigan JM, Donaldson MS. To Err is Human: Building a Safer Health System. Washington DC: National Academies Press, 2000.
2. Joint Commission of Accreditation of Healthcare O Root Causes of Medication Errors (1995-2004). 2005. http://www.jointcommission.org/ (accessed 2 Nov 1995).
3. Koppel R, Wetterneck T, Telles JL, et al. Workarounds to barcode medication administration systems: their occurrences, causes, and threats to patient safety. J Am Med Inform Assoc 2008;15:408–23. [PMC free article] [PubMed]
4. Wetterneck TB, Skibinski KA, Roberts TL, et al. Using failure mode and effects analysis to plan implementation of smart i.v. pump technology. Am J Health Syst Pharm 2006;63:1528–38. [PubMed]
5. Ash JS, Berg M, Coiera E. Some unintended consequences of information technology in health care: the nature of patient care information system-related errors. J Am Med Inform Assoc 2004;11:104–12. [PMC free article] [PubMed]
6. Lanham HJ, Leykum LK, McDaniel RR. Same organization, same electronic health records (EHRs) system, different use: exploring the linkage between practice member communication patterns and EHR use patterns in an ambulatory care setting. J Am Med Inform Assoc 2012;19:382–91. [PMC free article] [PubMed]
7. Rosenbloom ST, Denny JC, Xu H, et al. Data from clinical notes: a perspective on the tension between structure and flexible documentation. J Am Med Inform Assoc 2011;18:181–6. [PMC free article] [PubMed]
8. Benner PE. Educating Nurses: A Call for Radical Transformation. San Francisco: Jossey-Bass, 2010.
9. Keenan G, Yakel E. Promoting safe nursing care by bringing visibility to the disciplinary aspects of interdisciplinary care. AMIA Annu Symp Proc 2005:385–9. [PMC free article] [PubMed]
10. Hsieh HF, Shannon SE. Three approaches to qualitative content analysis. Qual Health Res 2005;15:1277–88. [PubMed]
11. Lincoln Y, Guba E, Lincoln YG. Establishing Trustworthiness. Naturalistic Inquiry. Newbury Park, CA: Sage Publiciations, 1985:289–331.
12. Hardey M, Payne S, Coleman P. ‘Scraps’: hidden nursing information and its influence on the delivery of care. J Adv Nurs 2000;32:208–14. [PubMed]
13. Magrabi F, Ong MS, Runciman W, et al. An analysis of computer-related patient safety incidents to inform the development of a classification. J Am Med Inform Assoc 2010;17:663–70. [PMC free article] [PubMed]
14. Goldsmith J, Wittenberg-Lyles E, Rodriguez D, et al. Interdisciplinary geriatric and palliative care team narratives: collaboration practices and barriers. Qual Health Res 2010;20:93–104. [PubMed]
Articles from Journal of the American Medical Informatics Association : JAMIA are provided here courtesy of
American Medical Informatics Association