Log in using your username and password

  • Search More Search for this keyword Advanced search
  • Latest content
  • For authors
  • Browse by collection
  • BMJ Journals

You are here

  • Volume 10, Issue 7
  • Qualitative study to explore radiologist and radiologic technologist perceptions of outcomes patients experience during imaging in the USA
  • Article Text
  • Article info
  • Citation Tools
  • Rapid Responses
  • Article metrics

Download PDF

  • http://orcid.org/0000-0001-7007-6973 Monica Zigman Suchsland 1 ,
  • Maria Jessica Cruz 2 ,
  • Victoria Hardy 3 ,
  • Jeffrey Jarvik 4 ,
  • Gianna McMillan 5 ,
  • Anne Brittain 6 ,
  • Matthew Thompson 1
  • 1 Department of Family Medicine , University of Washington , Seattle , Washington , USA
  • 2 Department of Psychiatry and Behavioral Sciences , Stanford University , Stanford , California , USA
  • 3 Department of Public Health and Primary Care , University of Cambridge , Cambridge , Cambridgeshire , UK
  • 4 Departments of Radiology, Neurological Surgery and Health Services, and the Comparative Effectiveness, Cost and Outcomes Research Center , University of Washington , Seattle , Washington , USA
  • 5 Bioethics Institute , Loyola Marymount University , Los Angeles , California , USA
  • 6 Quality Improvement and Outcomes Department , Inova Fairfax Medical Campus , Falls Church , Virginia , USA
  • Correspondence to Monica Zigman Suchsland; mzigman{at}uw.edu

Objective We aimed to explore the patient-centred outcomes (PCOs) radiologists and radiologic technologists perceive to be important to patients undergoing imaging procedures.

Design We conducted a qualitative study of individual semi-structured interviews.

Participants We recruited multiple types of radiologists including general, musculoskeletal neuroradiology, body and breast imagers as well as X-ray, ultrasound, CT or MRI radiologic technologists from Washington and Idaho.

Outcome Thematic analysis was conducted to identify themes and subthemes related to PCOs of imaging procedures.

Results Ten radiologists and six radiology technologists participated. Four main domains of PCOs were identified: emotions, physical factors, knowledge and patient burden. In addition to these outcomes, we also identified patient and provider factors that can potentially moderate these outcomes.

Conclusions Radiologists and technologists perceived outcomes related to the effect of imaging procedures on patients’ emotions, physical well-being, knowledge and burden from financial and opportunity costs to be important to patients undergoing imaging procedures. There are opportunities for the radiology community to measure and use these PCOs in comparisons of imaging procedures and potentially identify areas where these outcomes can be leveraged to drive a more patient-centred approach to radiology.

  • radiology & imaging
  • radiologist
  • radiologic technologist
  • patient preferences

This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See:  http://creativecommons.org/licenses/by-nc/4.0/ .

https://doi.org/10.1136/bmjopen-2019-033961

Statistics from Altmetric.com

Request permissions.

If you wish to reuse any or all of this article please use the link below which will take you to the Copyright Clearance Center’s RightsLink service. You will be able to get a quick price and instant permission to reuse the content in many different ways.

Strengths and limitations of this study

Semi-structured interviews from radiologists and radiologic technologists is an appropriate method to identify outcomes that radiologists and radiologic technologists perceive as important to patients during imaging.

Thematic analysis was used to identify thematic patient outcomes and experiences radiologists and radiology technologists reported in their patient populations.

We believe this is one of the first studies to include the perspectives of radiologic technologists in the exploration of patient-centred outcomes of imaging tests.

A potential weakness of the study is that interviewing both radiologists and technologists covering a variety of imaging specialities and healthcare settings provides some generalisability of perspectives, but may not generalise to all imaging modalities, geographical regions or practice settings.

A potential weakness is that patient outcomes reported in this manuscript were not obtained from the patient perspective, but may still be of importance.

Introduction

The primary focus of imaging test evaluation involves establishing evidence of diagnostic accuracy. 1 There is, however, a growing interest in looking beyond accuracy for additional metrics to more fully evaluate the outcomes of imaging procedures. 2 3 Broadening the scope of how imaging tests are evaluated may lead to more nuanced understanding of the impact tests might have on patient outcomes. Numerous frameworks have been developed to guide the evaluation of imaging tests; 4–8 one of the earliest, by Fineberg, introduced a hierarchical framework that includes patient outcomes. 9 Indeed, this framework placed patient outcomes as one of the most significant measures of clinical efficacy, and suggested that evaluation should include psychological factors as well as more traditional clinical benchmarks. 9 Other researchers have expanded on this model, but all include patient outcomes at or near the top of evidence in effectiveness research. 4–8

Patient outcomes were a somewhat nebulous concept in the original Fineberg framework. Since then, patient-centred outcomes (PCOs) have been defined as: ‘an assessment of harms and benefits highlighting comparisons and outcomes that matter to people; a focus on outcomes that people notice and care about; and the incorporation of a wide variety of settings and diversity of participants’ and have emerged as a research priority. 10 Domains of PCOs can include: emotional (psychological), social, cognitive, behavioural, physical and cost. 11 12 Although evidence to support these domains and outcomes specific to imaging testing has been limited, research from patients to date has identified PCOs related to impacts on emotions, the value of the information gained, as well as physical side effects from the testing process. 13 14 However, there has been little research exploring what radiologists and their care teams, specifically radiologic technologists, perceive as most important to patients. With growing calls for the radiology profession to embrace a more patient-centred approach, understanding the insights of the entire care team may provide key enlightenment into PCOs. Technologists are frontline staff and as a result have direct contact with patients that is unique and this provides them with perspectives that other providers do not have. We aimed to identify the outcomes that radiologists and radiologic technologists perceive as important to patients during imaging.

We conducted a qualitative study using individual semi-structured interviews with radiologists and radiologic technologists, as part of a mixed methods research programme called Patient Centered Outcomes of Diagnostics (PROD), which aims to develop new methods to guide research and comparison of imaging procedures.

Participants were recruited using a convenience sample from sites within a 5-state state (Washington, Wyoming, Alaska, Montana and Idaho (WWAMI)) practice-based research network, the WWAMI Practice and Research Network, as well as contacts through a radiologist on our research team. Volunteers were solicited through email. Participants were eligible if they were either an X-ray, ultrasound, CT or MRI technologist or general, musculoskeletal, neuroradiology, body or breast radiologist. Interested participants provided oral consent to be interviewed and were compensated with a gift card for participation.

The interview guides developed by the study team (MZS, JGJ, AB and MJT) and were informed by the previous diagnostic evaluation frameworks and PCOs reported from previous research with patients, as well as feedback from the PROD study Stakeholder Advisory Board (consisting of patients, clinicians, researchers, industry and scientific organisations). 11 13 15 Interview questions were framed to follow the testing timeline of before, during and after imaging testing. The interview guides included a brief introduction about the study goals and questions on participant demographics, then remaining questions focussed on interviewees’ roles in caring for patients, determining test appropriateness, communicating with patients and observations of patient experiences. Both a radiologist and a radiologic technologist on the research team reviewed each interview guide for relevance and appropriateness to the job roles.

Data collection occurred from February 2017 to December 2017. Enrolled subjects participated in a single semi-structured interview in person or by phone. Interviews lasted from 45 to 60 min and were conducted by a trained interviewer (MZS). The interviewer did not have a prior relationship with study participants and was identified as a research coordinator to the participants. Interviews were audio recorded and transcriptions were checked for accuracy. Interviews (n=16) were conducted until data saturation was achieved, defined as: no additional themes emerged from the interview. 16

Transcripts were uploaded to qualitative analysis software (Dedoose V.7.0.23, Los Angeles, California: SocioCultural Research Consultants, LLC, www.dedoose.com ). Researchers (MJC, MZS and VH) immersed themselves in the same three transcript texts. Each researcher identified text excerpts important to the research question and derived codes from this text. The researchers compared codes and refined codes as needed (MJC, MZS and VH), to develop a codebook of a defined set of codes. This codebook was applied to an additional transcript and refined through an iterative process until a final codebook was developed. Final codes included: test appropriateness, communication, interaction with the patient, outcomes from accuracy, barriers or facilitators to testing, impacts on care delivery, accommodations made for patients, perception of patient outcomes and what drives patients. Two researchers (MJC and MZS) applied the final codebook to the remaining transcripts; discrepancies in coding were reconciled by a third researcher (VH). The initial four transcripts were also reviewed using the final list of codes. Code excerpts were then reviewed by three researchers (MJC, MZS and VH) and analysed for common themes and subthemes through thematic analysis. 17 Themes were compared with previous findings from the PROD study to confirm outcomes and to present novel outcomes that emerged from this new perspective. 13 18

Patient and public involvement

The PROD study recruited 26 stakeholders to participate on the PROD study Stakeholder Advisory Board. There were eight patients/patient advocates, four primary care clinicians, one radiology technologist (one radiologist on the core research team), five researchers with expertise in methods evaluating diagnostic tests, four imaging industry representatives, three senior staff from the American College of Radiology and one stakeholder from a healthcare non-profit organisation. Stakeholders were involved in study design through development of the interview guide, evidence interpretation on identification of study themes and development of the manuscript. Stakeholders were not involved in recruitment or data collection for this study. Lastly, there is no formal plan to disseminate results to specific participants, we will however, share study results back to the study sites that participated as recruitment sites.

Data availability

No additional data available.

Participants included 10 radiologists specialising in body (abdominal, cardiovascular, cardiothoracic), neuroradiology, musculoskeletal, generalist and breast imaging, as well as six radiologic technologists with specialities of sonography, X-ray, MRI and CT ( table 1 ). No participants dropped out of the study due to the sampling method and short time frame.

  • View inline

Characteristics of radiologists and radiologic technologists interviewed

Four domains of PCOs were identified through thematic analysis. Included in these domains are specific outcomes, as well as moderators that appear to influence these outcomes. We applied the definition of moderator as a variable that specifies when certain effects hold, such as the direction or the strength of a relationship between the predictor (in this case imaging testing) and the PCO. 19 ( figure 1 ).

  • Download figure
  • Open in new tab
  • Download powerpoint

Domains of patient-centred outcomes from imaging procedures and potential moderating factors. Domains: physical, knowledge, patient burden and emotion can be found in the four boxes at the centre of the figure with branching boxes for specific patient outcomes and moderators that were identified for each domain.

Emotional outcomes

Radiology providers identified a range of emotional outcomes tied to their perceptions of patients’ responses to imaging testing. Negative emotions appeared in the pre-testing phase in the form of fear, worry, stress or anxiety about future test results. Radiology providers observed that these emotions often continued through the process of image acquisition, described by the following radiologist:

In terms of the patient experience, people are anxious. Especially since we only do targeted ultrasound if there is a specific area of concern. When we're doing an ultrasound, they are worried about what we might be seeing. If you don't say anything, they get worried. If you take pictures, they get worried. – R9

As evidenced from the quote above, factors such as patient’s level of knowledge, the physical experience and provider actions were believed to moderate patients’ emotional responses to imaging. Communication often helped to attenuate negative emotions by reducing anxiety, helping patients feel comforted and reassured:

I did a breast biopsy earlier today. That woman was scared to death. She had never had one…She was worried it was gonna hurt, and I had to take more time than normal to explain things… Her impact, at least coming in, was she was very scared and nervous. When she left she was happy, because she got good care. – R8

Technologists appeared to play a particularly prominent role during the testing process in helping to induce positive emotions, as explained by one technologist:

They come in… and they're very scared… I feel like if you give them excellent patient care, I feel like it calms them down a little bit, make them feel comfortable, just reassuring them that they're in good hands, that I'll take care of them. – T4

Other factors that were identified as moderating patient’s emotional reactions included patients’ cultural background, the reason for testing and prior experience with imaging. A further moderator appeared to be patients’ apparent loss of control over the imaging testing process, which could further influence their emotional responses.

It seems like a lot of the time that they [patients] just kind of go with the flow… It seems like a lot of them don't understand that they have the opportunity to refuse that [imaging test] or not necessarily refuse but to question exactly why they're going to be having a certain study. – T2

Physical outcomes

Patients’ physical experiences were readily apparent to radiology providers, and included level of comfort or discomfort/pain, vulnerability/exposure and side effects of the testing procedure. A number of technologists described that making the patient as comfortable as possible sometimes conflicted with their goal of trying to obtain optimal quality of images. This was sometimes complicated by the particular needs of a patient and the restrictions of imaging modalities to meet these needs (eg, patient body size or physical limitations). One technologist explained the interactions between physical discomfort and image quality:

She was just hurting, it just hurt. And I tried to make sure that I didn't make it worse. So she cried the whole time… You just kind of have to do it [imaging test], and try to be careful. – T1

Interviewees felt that some patients are particularly vulnerable or physically exposed during imaging. This physical experience was often perceived as being influenced by patients’ cultural backgrounds:

There's a certain population around our area and just people in general depending on how you were raised, that disrobing is completely like, whoa, you just asked me to take my clothes off. That's something that I've come across a few times, but people are like, well, I'm not so sure I can do that. – T2

Radiology providers were aware of physical adverse reactions to contrast media and radiation exposure. While acknowledging these risks, their level of communication about them to patients varied among providers, but was typically minimised.

I think there's almost no risk to any diagnostic test we do… Apart from bad hardware interactions with MRI… There's a baseline risk to using ionising radiation, but it's tremendously low. It's one of those things that you have to validate the concern, but at the same time trying to explain that there's no real concern… I think it's because it's a lack of familiarity on the patient’s part of how the stuff works and people worry about stuff. – R1

Knowledge outcomes

Radiology providers noted several outcomes within the domain of knowledge. One outcome was the extent to which the imaging test was able to fulfil patients’ expectations of the information they hoped to gain from the test. An expectation that testing would yield answers to a patient’s concerns, and pressure from the patient themselves to conduct imaging to ‘find the answer’ was noted by interviewees:

I think that imaging is kind of a necessity in the patient's mind now. It used to be prescription drugs, but it's like they come into the emergency department or their doctor's office and they expect us to look inside their body somehow and give them an answer. I think it's just a huge role for the patient's peace of mind even. Like I've got chest pain, I want you to do a chest X-ray… – T6

At other times, expectations to provide answers could not be met. This occurred with patients who appeared to have unrealistic expectation of the imaging procedure.

A lot of times there's unreal expectations placed on an exam where they think they're going to be getting an answer. It's just not realistic to expect a diagnosis of the test typically. We're not pathologists. We don't see the actual cells. – R3

Radiologists acknowledged that patients are often uninformed about why they were getting the test, what they should expect and what the information would lead to:

I feel like they're [patients] probably mostly in the dark. A lot of times they're not really sure why they're getting the exam. They are never aware of what's actually going to be seen on the exam. I would say the whole process is kind of hidden from the patient. I'm sure they would appreciate being more informed on what is going on and why… – R3

A further outcome within the domain of knowledge focussed on how and what to inform patients including communication about test results, next steps in their healthcare, risks of testing and test indications.

I found the more information you give people about what is actually going on, the more receptive they are and relaxed about it. People are really afraid of the unknown, and there's a ton of unknowns in MRI. – T5

While providing clear communication was seen as positive by some providers, others struggled to know how much to share with a patient, and was sometimes moderated by challenges with language, literacy level and cultural differences.

Also, there is a risk of telling people too much. When they don't want to have life-saving procedures because they're freaked out. You don't want to tell them what to do or manipulate them, but there's a line. You can also set expectations. If you tell them, ‘This is going to be unpleasant and cold,’ … Again, you don't want to be dishonest, and you want to be honest, but you also don't want to suggest things that they may not experience. – R6

Patient burden

Radiology providers recognised several burdens related to the imaging process that they considered important outcomes for patients. First, was the time and opportunity costs of having the imaging test, such as time off work, travel times particularly for patients living in rural areas or waiting time to get the test performed. Another outcome was the financial burden and the extent to which insurance would or would not cover the costs of the imaging:

There's all sorts of roadblocks. Especially an outpatient test, because you have to be off that day or get time off from work, go to this outpatient centre, wait in a waiting room. It takes a lot of time. Another obstacle is having insurance. If you don't have insurance, then getting a really expensive test is difficult. You might even have to pay for it yourself.–R7

At times, these burdens were seen as barriers to obtaining needed tests. Burden was moderated by insurance denying coverage, how the patient was informed (communication and education) or the level of importance placed on the patient voice (patient concerns) and how that was addressed. Outcomes in this domain include out-of-pocket money, time (to schedule, take the test, get the results, to get answers to questions or concerns), amount of imaging or effort (due to incidental findings or wrong image taken).

Main findings

Radiologists and radiologic technologists describe multiple different outcomes that they perceive as important for their patients undergoing imaging testing. These included outcomes related to patients’ emotional reactions (eg, reassurance or anxiety), outcomes from the physical effects of testing (eg, discomfort and test side effects), those related to the information gained (eg, to help explain symptoms or to answer patient’s questions) and outcomes related to the burden of the procedure (eg, financial and opportunity costs). These outcomes did not occur in isolation from the care team, but were often strongly influenced or moderated by the radiologist or radiologic technologist. Other factors that could modify the outcomes experienced by patients included patients’ previous experiences, their underlying health status, baseline level of knowledge, their self-efficacy (usually identified as loss of control within the testing environment), expectations of the imaging test (realistic and unrealistic), insurance status and cultural background.

We compared outcomes where possible from perspectives of radiologists and radiologic technologists. Apart from a minority of radiologists (those specialised in breast, interventional or overseeing contrast injections), most had minimal direct ‘face to face’ contact with patients. Most radiologists felt that their primary client was the clinician ordering the test, and not necessarily the patient. In contrast, radiologic technologists acted as the primary point of contact with patients during imaging, serving as the main source of communication between the ordering provider, radiologist and patient. Technologists had tremendous opportunity to address or influence patients’ emotions, knowledge and some physical and patient burdens at point of care. In their interaction with patients, technologists were often able ease fears, comfort patients, meet special needs, listen to patients and set patient expectations. Indeed, a recent study on musculoskeletal imaging found that staff had an overall positive impact on patient experience of testing. 20 A second study confirms the importance of technologists over radiologists and their behaviour in patients’ valuation of excellent care. 21 Technologists’ inability to provide imaging test results (as this is outside their scope of practice), sometimes led to patient frustration and anxiety for those wanting immediate answers.

Comparison with existing literature

Several of the PCOs characterised by this study have been previously identified by the research team during two previous studies, one from the perspectives of patients themselves and one from the perspectives of referring clinicians. Patients identified knowledge gained, contributions to healthcare, experiences during testing and impacts on emotion as patient-centred outcomes of imaging tests. 13 Primary care providers were able to connect the outcome pathways a bit more and reported that the answers provided from imaging tests influenced emotional outcomes and that there is additional burden on the patient from added testing, monetary and physical risks. 18 This evidence of triangulation from the four perspectives strengthens support for the occurrence and potential importance of these outcomes among patients undergoing imaging testing. 13 18 Indeed, previous research has highlighted the importance of psychosocial/emotional outcomes (often described as stress, anxiety or reassurance), 22–24 as well as physical impacts of tests (including comfort/discomfort) 25 and the value of information to patients such as knowledge about the test, awareness of harms, value (or lack of value) of knowing test findings. 13 20 25–27 In contrast, the burden of testing to patients has received less attention, apart from the issue of waiting times and its impact on emotions and life planning, as well as the issue of burden from loss of control that some patients experience. 20 25 Other outcomes that were reported in the literature were not identified from our interviews, such as impact on behavioural or social outcomes. 11 20 22 25 26 It is possible that these additional outcomes might be more prominent in longer-term follow-up to imaging testing and may be important to explore in future studies.

This study provides a novel insight into the awareness that radiology providers have about the outcomes that patients experience when undergoing imaging exams. In particular, we believe this is one of the first studies to include the perspectives of radiologic technologists who provided particular insight based on their key roles within the imaging process. Technologists’ direct contact with patients provides a unique perspective radiologists cannot provide. Past research has been limited to disease or modality specific topics. We believe that covering a variety of imaging specialities and healthcare settings is a strength of this study because it can corroborate past research and has found commonality across modalities/settings.

Limitations

While qualitative research provides a high level of depth on a topic, our findings are limited due to the small sample of providers whose experiences may not be generalisable to other imaging modalities, geographical regions or practice settings. While data saturation was achieved, the sample size was small. A convenience sample of providers was chosen further creating sampling bias. These results should be confirmed in a wider random population of radiology providers. We also do not know the relative importance of outcomes to patients (and providers); these should be evaluated through additional qualitative research and validated through quantitative methods. The researchers also recognise that their thematic analysis may have been influenced by previous research that they have conducted in this area or biassed from their own perspectives.

Implications for research, clinical care, patients

What do our findings mean for the radiology profession? It is clear that the full value of imaging testing involves more than ‘just’ providing an accurate and timely test result. There seem to be a complex array of outcomes related to patients’ emotional, physical factors and patient burden domains that occur during imaging, on top of the perceived and actual value of the information provided by the test. This implies that comparing tests solely based on their comparative accuracy may be insufficient, and risks can both be underestimated or overestimated in the benefit/risk equation of imaging procedures. At present however, these outcomes are not routinely measured or reported in current comparative studies of diagnostic tests nor do we know how to rank or prioritise them within a patient’s overall experience and outcomes. 14 If the field of radiology moves to change direction to become more of a patient-centric speciality, it will be necessary to find tools to measure these outcomes, prioritise (or weight) these outcomes and devise ways to incorporate them within shared decision-making with patients.

Acknowledgments

The authors acknowledge the support and contributions of the PROD Study Team, a body of stakeholders, study site champions and coordinators, and researchers. This study was supported by the National Center for Advancing Translational Sciences of the National Institutes of Health under Award Number UL1 TR002319. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

  • Hollingworth W ,
  • Jarvik JG ,
  • Van den Bruel A ,
  • Cleemput I ,
  • Aertgeerts B , et al
  • Mustafa RA ,
  • Wiercioch W ,
  • Ventresca M , et al
  • Fryback DG ,
  • Thornbury JR
  • Ferrante di Ruffano L ,
  • McCaffery KJ , et al
  • Gazelle GS ,
  • Kessler L ,
  • Lee DW , et al
  • Pandharipande PV ,
  • Lijmer JG ,
  • Leeflang M ,
  • Bossuyt PMM
  • Fineberg HV ,
  • Carlos RC ,
  • Buist DSM ,
  • Wernli KJ , et al
  • Bossuyt PMM ,
  • McCaffery K
  • Harris RP ,
  • Sheridan SL ,
  • Lewis CL , et al
  • Zigman Suchsland ML ,
  • Truitt AR , et al
  • Thompson M ,
  • Suchsland MZ , et al
  • Sabbatini AK ,
  • Froemming AT , et al
  • O’Reilly M ,
  • Zhang Y , et al
  • Taylor WJ ,
  • Doyle AJ , et al
  • Rosenkrantz AB ,
  • Pysarenko K
  • van Zwieten MCB ,
  • Bossuyt PMM , et al
  • Slatore CG ,
  • Sullivan DR ,
  • Pappas M , et al
  • Miller LS ,
  • Shelby RA ,
  • Balmadrid MH , et al
  • Agapova M ,
  • Bresnahan BW ,
  • Linnau KF , et al
  • Von Wagner C ,
  • Halligan S , et al
  • Roudenko A ,
  • Ro M , et al

Contributors MZS, research scientist on the project – implemented the study design; collected the data; analysed and interpreted the data; drafted and revised the work; final approval of the version to be published; agreed to be accountable. MJC, research assistant on the project – analysed and interpreted the data; revised the work; final approval of the version to be published; agreed to be accountable. VH, research scientist on the project – analysed and interpreted the data; revised the work; final approval of the version to be published; agreed to be accountable. JJ, key investigator expertise in radiology research – helped design the study; recruited study participant; and interpreted results; substantially revised the work for intellectual content; final approval of the version to be published; agreed to be accountable. GM, patient advocate stakeholder on the PROD study – interpreted results; substantially revised the work for intellectual content; final approval of the version to be published; agreed to be accountable. AB, radiology stakeholder on the PROD study – interpreted results; revised the work for intellectual content; final approval of the version to be published; agreed to be accountable. MT, principal investigator – designed the study, analysed and interpreted the data; substantially revised the work for intellectual content; final approval of the version to be published; agreed to be accountable.

Funding This study was supported through a Patient-Centered Outcomes Research Institute (PCORI) Program Award (ME-1503-29245) to derive new methods to incorporate patient-centered outcomes in studies of diagnostic imaging studies (the Patient-Centered Outcomes for Diagnostics, or PROD study).

Competing interests Dr JJ is a Section Editor and consultant for UpToDate; has received travel reimbursement from the General Electric-Association of University of Radiologists Radiology Research Academic Fellowship (GERRAF) for service on the faculty advisory board; is a Co-Editor of Evidenced-based Neuroradiology published by Springer. Ms MZS, Ms MJC, Ms VH, Dr GM, Dr AB and Dr MT have no conflicts of interest.

Patient consent for publication Not required.

Ethics approval This study was approved by the University of Washington Human Subjects Division.

Provenance and peer review Not commissioned; externally peer reviewed.

Data availability statement No data are available. No additional data available.

Read the full text or download the PDF:

U.S. flag

An official website of the United States government

The .gov means it’s official. Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

The site is secure. The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

  • Publications
  • Account settings

Preview improvements coming to the PMC website in October 2024. Learn More or Try it out now .

  • Advanced Search
  • Journal List
  • J Med Radiat Sci
  • v.60(2); 2013 Jun

Action research in radiography: What it is and how it can be conducted

Zachary munn.

1 The Joanna Briggs Institute, Faculty of Health Sciences, The University of Adelaide, Adelaide, South Australia, Australia

Alan Pearson

Frederick murphy.

2 Directorate of Radiography, School of Health Sciences, University of Salford, Salford, Lancashire, United Kingdom

Diana Pilkington

3 Magnetic Resonance Imaging Department, Royal Adelaide Hospital, Adelaide, South Australia, Australia

Action research is a form of research that investigates and describes a social or work situation with the aim of achieving a change which results in improvement. This article emphasizes the potential for action research to be a useful research method in radiography. A search was conducted to determine the extent to which action research has been utilized in radiography. Although action research has been used in a number of health-care settings, there are no published examples of action research being utilized in a clinical medical imaging department. Action research is discussed in detail, along with an example guide for an action research study. Action research has been identified as a useful way to affect change, to involve radiographers in the research process, and to introduce evidence-based practice to radiography.

Introduction

There is a significant amount of literature that discusses the unique nature of medical imaging in the health-care system and the brief patient encounter that it entails. This short time frame for interaction coupled with the operation of sophisticated technology can often lead to patient care being overlooked. 1 – 6 One strategy suggested to preserve the “humanity” in our profession is to conduct qualitative research. 7 Historically, there has been an emphasis on quantitative research designs in medical imaging. However, these methods are not necessarily suitable to answer all questions related to radiography practice, in particular the “human” side of the profession, including the patient encounter and staff working relationships. 4 This focus on quantitative research may stem from the historical dominance of the medical profession in medical imaging and the aim of medical imaging itself to quantify the disease process. 8 , 9

In recent times, there has been a significant uptake of qualitative methods by radiographers and researchers in diagnostic imaging. 4 , 10 This increase may stem from a number of influential articles discussing the need for a focus on and an increase in qualitative research, including the work of Dowd 7 and Hammick 1 late last century, and Adams and Smith 6 and Ng and White 11 early this century. There now exist examples of qualitative literature across a number of modalities within diagnostic imaging, such as magnetic resonance imaging (MRI), 12 computed tomography (CT), 13 ultrasound, 14 bone densitometry, 15 general radiography, 16 and interventional radiography. 17 In a recent systematic review looking at the experiences of patients undergoing medical imaging with either CT or MRI, 13 of the 15 studies were published after 2000, 4 which displays the growth and sudden expansion of qualitative research in diagnostic imaging. The qualitative studies in this review highlighted the unique and diverse ways in which people experience high-technology medical imaging, and these experiences could not have been captured in as rich detail if the authors used quantitative studies. 4

We can now see that both quantitative and qualitative approaches to inquiry are appropriate in medical imaging research, and both are important and complementary to each other. When planning a research project, the question being asked should direct the choice of the research approach. There is also scope to perform multimethod studies, which incorporate both qualitative and quantitative approaches, and may be useful to inform medical imaging professionals. 6 However, it is imperative that these studies are not “mix and match research” 18 (p. 191), but that there is congruence with the methodological approach for each method and that the research strategies used supplement each other. 18 One such research design that may incorporate both quantitative and qualitative methodologies is action research.

Action research

Action research is a form of critical inquiry based on the works of Kurt Lewin, a social psychologist whose early work focused on community action programmes in the United States of America during the 1940s. 19 – 21 The approach taken by Lewin “combined generation of theory with changing the social system through the researcher acting on or in the social system” (p. 586). 21 Lewin stated that research that produced nothing but books was insufficient, and believed that the research needed for social systems required action as a central component, which would emerge through the process of research. 22 Action research is unlike traditional qualitative (or interpretive) studies, which can be viewed as a passive approach to research; action research can be seen as taking an activist approach with the end goal being action taking resulting in change. 23 From these beginnings, action research has evolved over the years into many different types of action research, each with its own unique perspective. 24 However, there do exist some key principals of action research common across the different approaches.

A number of definitions for action research have been put forward by numerous authors, which reflects the variety seen in the approaches defined as action research. 25 Waterman et al. 25 carried out a systematic review with the aim of providing a definition for action research and introduced their comprehensive definition with:

Action research is a period of inquiry that describes, interprets and explains social situations while executing a change intervention aimed at improvement and involvement. It is problem-focused, context specific and future-oriented . 25

Action research is an inclusive research methodology, where the traditional model of the investigator studying or observing subjects does not necessarily apply. The action research investigator/researcher accepts that there exists not only a need to be aware of how people understand their actions and practice (such as in interpretive studies), but also a need to engage with them by forming a partnership to enable active change. 23 , 25 There is no clear delineation between those conducting the research and the subjects (those being researched) as in traditional positivist study designs. 20 This is exemplified in the terminology of action research, where those being researched are not necessarily called subjects, but participants. 26

Action research is a complex, reflexive, and cyclical research methodology which cannot be reduced to a single method of inquiry, such as qualitative or quantitative methods, and it is often the case that multiple approaches to collecting and analyzing data are taken. 27 – 29 Multiple approaches lead to triangulation, which allow a deeper understanding and a fuller and rounded picture of the construct under investigation, as it is viewed through a number of lenses and different data sets. 29 By utilizing a number of different data collection methods, the credibility (and therefore trustworthiness) 10 of the research can be improved, by complementing the limitations of one stated method with the strengths of another. 30

In their book, Action Research For Health And Social Care , Hart and Bond 30 outline a typology for action research, and describe four distinct approaches: experimental, organizational, professionalizing, and empowerment. Experimental action research is linked most closely with the work of early action researchers, which included Lewin's work and the use of a scientific approach to social problems. 30 Organizational action research is used to address organizational issues, for example, staff absenteeism, and create productive working environments that are not resistant to change. 30 The empowering approach focuses on anti-oppressiveness and working with vulnerable groups. 30 The professionalizing approach, which may be particularly useful in radiography, “is informed by an agenda grounded in practice which also reflects the establishment of the new professions … to enhance their status on a par with the established professions, such as law and medicine, and to develop research-based practice” (p. 45). 30

The conduct of action research should be guided by a methodological framework. The authors of this study plan to perform an action research study informed by the approach to action research advocated by Susman and Evered. 21 Susman and Evered identified five phases, presented in a cyclical pattern, that are necessary in action research. These phases are diagnosing, action planning, action taking, evaluating, and specifying learning. 21 At the centre of this cyclical process is the development of a client–system interface, which can inform all five phases ( Fig. 1 ). This basic framework was chosen because it is conducive with the aims of the authors' project.

An external file that holds a picture, illustration, etc.
Object name is jmrs0060-0047-f1.jpg

The cyclical process of action research as advocated by Susman and Evered. 21

Action research in radiography

In her polemic supporting of the importance of research in radiography, and specifically qualitative research, Hammick 1 described the need for action research to be performed in radiography. Radiography is an emerging profession which faces low professional esteem and apathy due to low professional status, low public profile, and lack of professional recognition. 9 , 31 The action research approach can make a positive contribution to the developing research base in radiography and contribute to the professionalization of radiography through the growth of professional knowledge. 31 Action research in radiography can also encourage practitioners to be reflective in their practice and support the implementation of research into practice. 1 Workplaces that promote critical thinking and reflection may then see enhanced clinical practice and improved health-care delivery as an outcome. 9 , 31

This type of research, which involves researchers and practitioners, who can be one and the same, collaborating, may be used to investigate problems in need of solving. 1 This is an essential feature of action research, although this should not be misconstrued as implying that there is something wrong in the department. 30 Rather, this process will involve finding out what is currently happening in the department, “the real,” while comparing this to the “ideal,” which will emerge from discussions with those involved in the project. The gap between the real and ideal is where the problem or area for improvement will be identified. 30

To determine the uptake of action research in radiography, searches of MEDLINE (1996–2011) via Ovid were conducted using a number of key terms ( Table 1 ). Only articles describing the use of action research in radiography were considered relevant.

Search strategy

Search strategyResults obtainedRelevant results
Search 1: (action research [keyword] or Health Services Research [MeSH]) and (Radiography [MeSH] or radiography [Keyword])270
Search 2: (action research [keyword] or Health Services Research [MeSH]) and (Diagnostic Imaging [MeSH] or diagnostic imaging [Keyword])460
Search 3: (action research [keyword] or Health Services Research [MeSH]) and (Diagnostic imaging [MeSH] or medical imaging [Keyword])430

Despite Hammick's 1 article positioning the need for action research to be performed in radiography, it has not been readily adopted (see Table 1 ).

Although there are numerous examples of action research being undertaken successfully in other areas of healthcare, no examples of its use in radiography were found via the MEDLINE search. However, a Google scholar search did present one example of action research being used in diagnostic imaging education by Palarm et al., 32 but not in radiography practice.

Guide for radiography research

The authors plan to conduct an action research study in an MRI department to determine its feasibility in radiography and to assess whether it has the ability to improve practice in terms of patient care. Patient care is often overlooked in radiography, 1 – 6 and despite the well-being of patients often being stated as the highest priority of radiographers, this is often truer in words than in practice. 33 The proposal for this study is summarized in a guide form below, and may act as a resource for other radiographers who wish to conduct an action research study in their department, particularly if wishing to introduce a change in practice. Before conducting any research study, action researchers should be aware that the question is likely to change during the course of the project. 34 This can occur as a result of the data collected, with this change becoming part of the outcome of the research and contributing to the discussion. Prior to conducting any research study, ethics advice and approval should be sought.

The first process prior to conducting action research is gaining access to the field or identifying a location where the research can be undertaken. This may be a challenging process in itself. Meetings will need to be held with the “professional gatekeepers” as described by Morton-Cooper, 34 who are key people in the department and have the necessary influence to assist in bringing together and establishing the project. When negotiating access to the field, Morton-Cooper advises that the researcher should be modest and realistic in their requests, clear regarding resources, avoid stressful times, and offer something in return (i.e., a research bargain) for their efforts. 34

Establishing a client–system interface

Although different action research frameworks exist for the action researcher, the authors have found the Susman and Evered 21 framework useful as it represents an action research process with a logical structure of five clear phases (see Fig. 1 ). However, prior to undertaking phase 1 (diagnosing), the client–system interface needs to be established by interaction with those who you will be working with during the action research project (i.e., staff in a radiology department). This approach, advocated by Pearson 1989 (cited in O'Brien) 35 and followed by O'Brien, involves preliminary meetings and introductions with key personnel involved in the project. Discussions can focus on what the project hopes to achieve, timelines, and provide an opportunity to ask questions. The study design and approach should also be discussed and decided upon in partnership between the researcher and participants/co-researchers. For the author's project, this stage was particularly important as the lead researcher was coming in as an external agent to the workplace, and therefore time was required to establish themselves as a member of the team. 34 As described by Wicks and Reason, 36 “action research projects that are programmatic, designed and initiated from outside and imposed on participants … will result at best in … an intermediate group.” 36 The success of action research projects can be determined by the initial discussions with co-researchers and staff, and the importance of opening communicative space (where participants can discuss issues or problems openly) has been stressed. 36 , 37 Before the initial processes of action research (such as cycles of action and reflection) can occur, relationships with the appropriate people need to be established, the researcher is required to obtain legitimacy in the area, and an agreement “to engage in mutual inquiry” is required among all co-researchers/participants. 36

Phase 1: Diagnosing

Following the development of a client–system interface, the first phase of data collection is conducted to identify or define a problem (the “gap” between the real and the ideal) currently existing in the area being investigated. Surveys/questionnaires, interviews, observation, and/or focus group interviews can be conducted at this stage, and the choice of method is dependent on access to the field and the feasibility of each method to address the problem. The aim of data collection at this stage is to elucidate the social norms and power structures within the action research setting and to identify any problems that currently exist in the department, known or unknown. An example problem that may be identified is that patients are receiving no information prior to their imaging or are being treated brusquely. Another may be that different professions are not functioning well together in an interdisciplinary team. A reflective journal with detailed notes can be kept throughout the process by the researchers to keep a record of their experiences throughout the project. All data analysis at this stage should be congruent with the collection methods used, such as thematic analysis for qualitative data, or statistical analysis for survey results.

Phase 2: Action planning

Once the data collected throughout phase 1 has been collated and analyzed, it should be presented back to all personnel working in the area. During this process, focus groups can be held to discuss the findings that emerged during phase 1, and actions can be planned collaboratively to be taken dependent on the results of these focus groups.

Phase 3: Action taking

The actions planned during phase 2 can then be implemented in the research setting.

Phase 4: Evaluating

After implementing the changes, a second period of data collection can be conducted using the same or similar methods as used previously, and analyzed accordingly.

Phase 5: Specifying learning

The results of the data should once again be fed back to all personnel, and the researchers can then determine the views of the participants regarding the change in their setting and the effect it has had on them and their work. General findings from the project can be identified and discussed. Following on from this, a second cyclical process may be undertaken if there is group consensus that adequate change has not been achieved.

Although commonly performed in other health professions (such as nursing), a search has identified a lack of action research studies undertaken in the field of radiography. As radiographers may not be aware of benefits of this useful research method, this study provides a summary of the method and a guide for an action research study based on the author's experiences, which may act as a useful introduction to action research. In conclusion, this study describes that action research has been identified as a useful way to affect change in health-care settings, to involve radiographers in the research process, and to introduce evidence-based practice to radiography.

Conflict of Interest

None declared.

Radiologic Technology

Skip to main page content

  • CURRENT ISSUE

Strategies to Enhance Data Collection and Analysis in Qualitative Research

The first page of the PDF of this article appears below.

This Article

  • radtech May/June 2018 vol. 89 no. 5 482CT-485CT
  • Full Text (PDF)

Classifications

  • Writing & Research
  • Email this article to a colleague
  • Alert me when this article is cited
  • Alert me if a correction is posted
  • Similar articles in this journal
  • Similar articles in Web of Science
  • Similar articles in PubMed
  • Download to citation manager

Citing Articles

  • Load citing article information
  • Citing articles via Web of Science
  • Citing articles via Google Scholar

Google Scholar

  • Articles by Clark, K. R.
  • Articles by Vealé, B. L.
  • Search for related content
  • PubMed citation

Related Content

  • Load related web page information

This Week's Issue

  • July/August 2024, 95 (6)
  • Alert me to new issues of radtech
  • Instructions to authors
  • Subscriptions
  • About the journal
  • Editorial Board
  • Email alerts
  • Advertising

Radiologic Technology is published by the American Society of Radiologic Technologists.

Copyright © 2024 by the American Society of Radiologic Technologists

  • Print ISSN: 0033-8397
  • Diagnostic Radiology
  • Diagnostic Imaging
  • Radiography

Radiography Students’ Perceptions and Experiences of their Clinical Placements- A Qualitative Systematic Review

  • 2(7):367-380

Osward Bwanga at Midland Regional Hospital Tullamore

  • Midland Regional Hospital Tullamore

Abstract and Figures

Characteristics of included studies (N=9)

Discover the world's research

  • 25+ million members
  • 160+ million publication pages
  • 2.3+ billion citations

Osward Bwanga

  • Med J Zambia

Bornface Chinene

  • Emily Girard
  • Amanda Punch

Yobelli Jimenez

  • Layla Ghadanfar
  • E. Wilkinson

Michelle O'Connor

  • Chiedza Sanyamandwe
  • Tapuwa Hlahla

Christopher Chukwuemeka Ohagwu

  • Offei R. O.

Emma Hyde

  • Radiol Tech

Joanne Cunningham

  • Marilyn Baird

Claude Portanier

  • Ronald M. Harden
  • Jennifer M. Laidlaw

Josette Bettany- Saltikov

  • Nhat Tan Thanh Le

John W Robinson

  • Recruit researchers
  • Join for free
  • Login Email Tip: Most researchers use their institutional email address as their ResearchGate login Password Forgot password? Keep me logged in Log in or Continue with Google Welcome back! Please log in. Email · Hint Tip: Most researchers use their institutional email address as their ResearchGate login Password Forgot password? Keep me logged in Log in or Continue with Google No account? Sign up

U.S. flag

An official website of the United States government

The .gov means it’s official. Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

The site is secure. The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

  • Publications
  • Account settings
  • My Bibliography
  • Collections
  • Citation manager

Save citation to file

Email citation, add to collections.

  • Create a new collection
  • Add to an existing collection

Add to My Bibliography

Your saved search, create a file for external citation management software, your rss feed.

  • Search in PubMed
  • Search in NLM Catalog
  • Add to Search

Using qualitative research in radiologic technology

Affiliation.

  • 1 Lincoln Land Community College, Springfield, IL 62794.
  • PMID: 1736316

Qualitative research is an underused methodology in radiologic technology that has valid applications for patient care, professional practice and education. This article discusses uses of qualitative methodology in the health professions and describes specific applications for the radiologic sciences.

PubMed Disclaimer

Similar articles

  • An Australian model for professional standards. Cowell SF, Rinks M, Egan IF, Dowd SB. Cowell SF, et al. Radiol Technol. 1996 Sep-Oct;68(1):29-38. Radiol Technol. 1996. PMID: 8880969
  • Postpositivist methodology and clinical education. Baird M. Baird M. Radiol Technol. 1995 Sep-Oct;67(1):15-23. Radiol Technol. 1995. PMID: 7491405 Review.
  • Survey of alcohol, drug use by radiologic technologists. ASRT Research and Development Committee. [No authors listed] [No authors listed] Radiol Technol. 1998 Mar-Apr;69(4):343-50. Radiol Technol. 1998. PMID: 9549764
  • Radiologic sciences. Faculty needs assessment. Powers KJ. Powers KJ. Radiol Technol. 2005 Jan-Feb;76(3):211-5. Radiol Technol. 2005. PMID: 15732892
  • Accreditation: The hallmark of educational quality. Baker S, Dunn D. Baker S, et al. Radiol Technol. 2006 Nov-Dec;78(2):123-30. Radiol Technol. 2006. PMID: 17119178 Review.
  • Action research in radiography: What it is and how it can be conducted. Munn Z, Pearson A, Jordan Z, Murphy F, Pilkington D. Munn Z, et al. J Med Radiat Sci. 2013 Jun;60(2):47-52. doi: 10.1002/jmrs.8. Epub 2013 Apr 2. J Med Radiat Sci. 2013. PMID: 26229607 Free PMC article.

Publication types

  • Search in MeSH
  • Citation Manager

NCBI Literature Resources

MeSH PMC Bookshelf Disclaimer

The PubMed wordmark and PubMed logo are registered trademarks of the U.S. Department of Health and Human Services (HHS). Unauthorized use of these marks is strictly prohibited.

IMAGES

  1. (PDF) Qualitative study to explore radiologist and radiologic

    qualitative research in radiology

  2. (PDF) Qualitative methods in radiography research: A proposed framework

    qualitative research in radiology

  3. Qualitative study to explore radiologist and radiologic technologist

    qualitative research in radiology

  4. [PDF] Qualitative research design and approaches in radiography

    qualitative research in radiology

  5. Research Overview

    qualitative research in radiology

  6. Qualitative comparison of radiology image denoising at σ = 50. The

    qualitative research in radiology

VIDEO

  1. Higher Field Strength: Pushing the Limits. Kamil Ugurbil, PhD

  2. RADIOLOGY lecture 2 RADIOGRAPHS, X rays and BARIUM studies in easy way

  3. Qualitative Research contributing to the study of teaching and learning

  4. Translational Research in Radiology: Conversation about the clinical potential of portable MRI

  5. Difference between Qualitative and Quantitative Research

  6. ASPECTS OF QUALITATIVE RESEARCH

COMMENTS

  1. Qualitative study to explore radiologist and radiologic technologist

    Objective We aimed to explore the patient-centred outcomes (PCOs) radiologists and radiologic technologists perceive to be important to patients undergoing imaging procedures. Design We conducted a qualitative study of individual semi-structured interviews. Participants We recruited multiple types of radiologists including general, musculoskeletal neuroradiology, body and breast imagers as ...

  2. Original research: Qualitative study to explore radiologist and

    Methods. We conducted a qualitative study using individual semi-structured interviews with radiologists and radiologic technologists, as part of a mixed methods research programme called Patient Centered Outcomes of Diagnostics (PROD), which aims to develop new methods to guide research and comparison of imaging procedures.

  3. Qualitative Methods in Radiology Research

    For example, how much do most radiologists know about five of the most common forms of qualitative methods: phenomenology, grounded theory, discourse analysis, narrative research, and intuitive inquiry? To help address this gap in understanding, we present a brief overview of each of these approaches to qualitative inquiry.

  4. Qualitative study to explore radiologist and radiologic ...

    Objective: We aimed to explore the patient-centred outcomes (PCOs) radiologists and radiologic technologists perceive to be important to patients undergoing imaging procedures. Design: We conducted a qualitative study of individual semi-structured interviews. Participants: We recruited multiple types of radiologists including general, musculoskeletal neuroradiology, body and breast imagers as ...

  5. Qualitative research design and approaches in radiography

    Conclusion. Three approaches, that are grounded theory, phenomenology and ethnography, can all be applied to the proposed radiography research framework to study intra- and inter-professional issues and clinical practice, and patient and health delivery issues. Hence, qualitative research methods can be used to rigorously study these important ...

  6. PDF Qualitative research design and approaches in radiography

    qualitative research in health care disciplines shows that three qualitative research traditions are commonly used nowadays, these being grounded theory, phenomenology and ethnogra-phy, which can all apply to radiography. Although historical research also belongs to the qualitative research traditions,4,8,10 a paucity of relevant

  7. Qualitative methods in radiography research: a proposed framework

    Introduction: While radiography is currently developing a research base, which is important in terms of professional development and informing practice and policy issues in the field, the amount of research published by radiographers remains limited. However, a range of qualitative methods offer further opportunities for radiography research.Purpose: This paper briefly introduces a number of ...

  8. Qualitative methods in radiography research: a proposed framework

    Introduction: While radiography is currently developing a research base, which is important in terms of professional development and informing practice and policy issues in the field, the amount of research published by radiographers remains limited. However, a range of qualitative methods offer further opportunities for radiography research. Purpose: This paper briefly introduces a number of ...

  9. Qualitative research design and approaches in radiography

    The introduction of qualitative research traditions into radiography studies is necessary. The three approaches, grounded theory, phenomenology and ethnography can all apply to the proposed radiography research framework to study the intra-professional issues, inter-professional issues and clinical practice, patient and health delivery.

  10. Qualitative methods in radiography research: A proposed framework

    Purpose: This paper briefly introduces a number of key qualitative methods (qual-. itative interviews, focus groups, observational methods, diary met hods and document/. text analysis) and ...

  11. Qualitative Methods in Radiology Research

    Qualitative Methods in Radiology Research. Qualitative Methods in Radiology Research. Qualitative Methods in Radiology Research Acad Radiol. 2022 Oct;29(10):1608-1609. doi: 10.1016/j.acra.2022.07.002. Epub 2022 Aug 4. Authors Alexander J Huang 1 , Richard B Gunderman 2 Affiliations 1 ...

  12. Qualitative research design and approaches in radiography

    The nature of qualitative research, unlike quantitative, is inductive and exploratory, providing insight into certain topics of which little is known and hence complementing quantitative research. Purpose. This article identifies the main qualitative research traditions that can be applied to radiography, providing a review in terms of their ...

  13. Radiographic technique modification and evidence‐based practice: A

    Design. This study was conducted using an exploratory descriptive, inductive qualitative design. This qualitative methodology was selected as it is most suited to investigating new concepts not previously studied, and there was no published qualitative research into the topic. 23 The project aimed to capture and understand the opinions, experiences and decision‐making processes of general ...

  14. Qualitative research design and approaches in radiography

    Article. Aug 2010. Radiography. N. A. Walsh. Request PDF | Qualitative research design and approaches in radiography | Radiography, as with other health care professions, aims towards establishing ...

  15. Action research in radiography: What it is and how it can be conducted

    Action research in radiography. In her polemic supporting of the importance of research in radiography, and specifically qualitative research, Hammick1 described the need for action research to be performed in radiography. Radiography is an emerging profession which faces low professional esteem and apathy due to low professional status, low public profile, and lack of professional recognition ...

  16. Radiomics: from qualitative to quantitative imaging

    Radiomics, in its two forms "handcrafted and deep," is an emerging field that translates medical images into quantitative data to yield biological information and enable radiologic phenotypic profiling for diagnosis, theragnosis, decision support, and monitoring. Handcrafted radiomics is a multistage process in which features based on shape ...

  17. A Qualitative Study to Understand Patient Perspective on the Use of

    The goal of this qualitative study is to develop an understanding of the patient's level of knowledge of AI and to explore the meanings patients ascribe to key topics, such as radiology and AI. Finally, we aim to identify domains related to patients' perspective on the use of AI in radiology.

  18. PDF Qualitative Research Design and Approaches in Radiography

    Qualitative Research Design and Approaches for Use in Radiography. Despite the fact that qualitative research designs have common features, such as the. purpose, perspective,1,3,4,6,8,12 area of inquiry,8,13 nature of data,4,8 research question. determination,1,9 sampling method,9 sample size, data collection instrument, method of.

  19. PDF A Qualitative Study to Understand Patient Perspective on the Use of

    used in routine radiology practice. It may also provide insight into whether there is a need for patient education on this topic. WHAT WAS DONE: SETTING UP A QUALITATIVE STUDY TO UNDERSTAND THE PATIENT'S VIEW ON THE USE OF AI IN RADIOLOGY Before developing and implementing an AI system for a particular radio-logical task, it would be very ...

  20. Strategies to Enhance Data Collection and Analysis in Qualitative Research

    Strategies to Enhance Data Collection and Analysis in Qualitative Research. The first page of the PDF of this article appears below. Click image below to view at full size.

  21. (PDF) Radiography Students' Perceptions and Experiences of their

    In achieving th is, a qualitative systematic review was conducted. Electronic databases, radiography and radiotherapy journals, and grey literature were searched for relevant primary studies.

  22. Using qualitative research in radiologic technology

    Qualitative research is an underused methodology in radiologic technology that has valid applications for patient care, professional practice and education. This article discusses uses of qualitative methodology in the health professions and describes specific applications for the radiologic science …

  23. Retention of radiographers: A qualitative exploration of factors

    A qualitative research design employed semi-structured interviews (Fig. 1) within a pragmatic framework methodology. 28 Framework analysis is well suited to applied research with specific questions, multiple researchers, a pre-designed sample and a priori issues. Download : Download high-res image (495KB) Download : Download full-size image ...

  24. Reliability of MR Enterography Features for Describing Fibrostenosing

    Background Clinical decision making and drug development for fibrostenosing Crohn disease is constrained by a lack of imaging definitions, scoring conventions, and validated end points. Purpose To assess the reliability of MR enterography features to describe Crohn disease strictures and determine correlation with stricture severity. Materials and Methods A retrospective study of patients with ...

  25. Action research in radiography: What it is and how it can be conducted

    Action research is a complex, reflexive, and cyclical research methodology which cannot be reduced to a single method of inquiry, such as qualitative or quantitative methods, and it is often the case that multiple approaches to collecting and analyzing data are taken. 27-29 Multiple approaches lead to triangulation, which allow a deeper ...

  26. Childhoods, Cultures, and Critical Qualitative Inquiry: Researching the

    Christopher P. Brown (PhD, University of Wisconsin -Madison) is a professor in the Education Policy and Planning Program with the Department of Educational Leadership and Policy and the University of Texas at Austin. His research primarily centers on how education stakeholders across a range of political and educational contexts make sense of and respond to policymakers' reforms on early ...