Literature DB >> 24921911

Treatment preferences and involvement in treatment decision making of patients with endometrial cancer and clinicians.

M Kunneman1, A H Pieterse1, A M Stiggelbout1, R A Nout2, M Kamps3, L C H W Lutgens4, J Paulissen4, O J A Mattheussens5, R F P M Kruitwagen6, C L Creutzberg2.   

Abstract

BACKGROUND: Vaginal brachytherapy (VBT) in high-intermediate-risk endometrial cancer (EC) provides a significant reduction in the risk of local cancer recurrence, but without survival benefit and with increased mucosal atrophy. Five-year local control is estimated to be similar for VBT and a watchful waiting policy (WWP), in which patients receive VBT combined with external radiation in case of a recurrence. Our aim was to assess treatment preferences of EC patients and clinicians regarding VBT and WWP, and to evaluate their preferred and perceived involvement in treatment decision making.
METHODS: Interviews were held with 95 treated EC patients. The treatment trade-off method was used to assess the minimally desired benefit from VBT in local control. Patients' preferred and perceived involvement in decision making were assessed using a questionnaire. Seventy-seven clinicians completed a questionnaire assessing their minimally desired benefit and preferred involvement in decision making.
RESULTS: Minimally desired benefit of VBT was significantly lower for patients than for clinicians (median=0 vs 8%, P<0.001), for irradiated than for non-irradiated patients (median=0 vs 6.5%, P<0.001), and for radiation oncologists than for gynaecologists (median=4 vs 13%, P<0.001). Substantial variation existed within the groups of patients and clinicians. Participants preferred the patient and clinician to share in the decision about VBT. However, irradiated patients indicated low perceived involvement in actual treatment decision making.
CONCLUSIONS: We found variations between and within patients and clinicians in minimally desired benefit from VBT. However, the recurrence risk at which patients preferred VBT was low. Our results showed that patients consider active participation in decision making essential.

Entities:  

Mesh:

Year:  2014        PMID: 24921911      PMCID: PMC4134490          DOI: 10.1038/bjc.2014.322

Source DB:  PubMed          Journal:  Br J Cancer        ISSN: 0007-0920            Impact factor:   7.640


Endometrial cancer (EC) is the most common gynaecological malignancy in Western countries, with an incidence of 15–25 per 100 000 women per year (Bray ). In most cases, primary treatment consists of total hysterectomy and salpingo-oophorectomy. Several randomised trials have established the role of radiotherapy in high–intermediate-risk EC (Creutzberg ; Keys ; Blake ). Vaginal brachytherapy (VBT) provides a highly significant reduction in the risk of vaginal cancer recurrence (with freedom from local cancer recurrence, from now on termed ‘local control'), but without survival benefit (Nout ). However, VBT is associated with side effects such as mucosal atrophy (Nout ; Nout ). An alternative to standard postoperative VBT could be a watchful waiting policy (WWP), in which patients are treated with radiotherapy only if they develop a vaginal relapse. The ultimate 5-year local control including treatment for relapse is estimated to be similar for VBT and WWP (Thomas, 2010). However, treatment of a vaginal relapse is more intensive, as it consists of both external beam radiotherapy (EBRT) and VBT. With WWP, ∼86% of EC patients will remain disease free and will not require radiotherapy at all (Thomas, 2010). Therefore, the question remains if upfront treatment with VBT for all EC patients with high-intermediate risk factors or WWP should be preferred. This question is the rationale of the fourth Post-Operative Radiation Therapy in Endometrial Carcinoma (PORTEC-4) trial, in which a WWP is randomly compared to VBT (Creutzberg and Nout, 2012). No studies have been done on preferences of EC patients' and clinicians' preferences with regard to treatment strategies and treatment outcomes, despite the potential benefits of VBT not necessarily outweighing its potential side effects. At the same time, WWP can be perceived as ‘doing nothing'. Research has shown that cancer patients feel that ‘doing nothing' is no choice, and experience considerable pressure, also from family members and doctors, to seek active treatment (Charles ; Chapple ; Jansen ). Most studies on preferences in other cancer settings have reported on situations where the benefit of active treatment is larger than foregoing treatment. In the present case though, the ultimate 5-year local control is estimated to be very high and similar for both treatment strategies. We expect individual patients to value treatment strategies and outcomes very differently, and thus, the treatment decision seems highly suitable for involving patients (Muller-Engelmann ; Wong and Szumacher, 2012). Involving patients in decision making facilitates incorporating their preferences in treatment decisions (Pieterse ). This is especially relevant since preferences are difficult to predict based on socio-demographic factors or disease characteristics (Wright ; Pieterse ), and patients and clinicians repeatedly have been shown to value treatment outcomes differently (Montgomery and Fahey, 2001; Pieterse ; Stalmeier ). Research has shown that patients are willing to accept a higher chance of local recurrence to improve functional outcomes of treatments (Cassileth ; Jenkins ; van Tol-Geerdink ; Kennedy ). Clinicians tend to underestimate patients' preference for less toxic treatments, as well as their preferred involvement in decision making (van Tol-Geerdink ; Stalmeier ). The aim of this study was to assess the minimally desired benefit from VBT, in terms of local control and compared to WWP, of EC patients and treating clinicians (radiation oncologists and gynaecologists). Also, patients' preferred and perceived roles in treatment decision making were examined, as well as clinicians' decisional role preferences.

Materials and methods

Study population—patients and clinicians

Participants were EC patients, randomly selected from hospital databases and approached via their treating clinician. Selection criteria were: having undergone surgery with or without VBT between 2007 and 2013, aged <90 years, and having no history of other malignancies. We aimed to include 100 EC patients, half of whom had been treated with surgery alone (low-risk EC), and half with surgery followed by VBT (high–intermediate-risk EC). For the clinician study, we approached all 198 clinicians of the Dutch Gynecologic Oncology Group via email. After 2 weeks, clinicians received a reminder.

Study procedures

Individual face-to-face interviews were held with each patient to assess the minimally desired benefit from VBT. Five interviewers were trained and adhered to a strict interview script. Socio-demographic details, medical history, and preferred and perceived involvement in decision making were assessed by self-report questionnaire in the weeks before the interview. Clinicians were asked to fill out a web-based questionnaire in which their treatment preferences, socio-demographic factors and work-related details and attitudes towards treatment decision making were assessed. The Medical Ethics Committee of Leiden University Medical Center approved the study.

Measures

Patients' minimally desired absolute benefit from VBT, in terms of 5-year local control and compared to WWP, was assessed face to face using the treatment trade-off method (TTM; Llewellyn-Thomas, 1997). Patients were asked to imagine that they had recently been diagnosed with EC and that their clinician offered them two treatment strategies. We made explicit that the situation was hypothetical and did not refer to their situation. After sequentially offering the information on the TTM board (Figure 1), we started with presenting a 14% risk of cancer recurrence at 5 years for treatment A (surgery alone) and a 2% risk of cancer recurrence for treatment B (surgery and VBT). We then asked patients to weigh recurrence rate, side effects and burden of treatments and to indicate which treatment strategy they preferred at this 12% benefit of treatment B. Next, the probability of local recurrence after surgery alone was varied systematically and patients were asked each time which treatment they preferred. Patients' minimally desired benefit (recurrence rate with WWP minus the 2% recurrence rate after VBT) was searched by bracketing the recurrence rate either within the range of 2–14 out of 100 (if their initial preference was treatment B: surgery and VBT, indicating that they required a benefit of 12% or less) or within the range of 15–100 out of 100 (if their initial preference was treatment A: surgery alone, indicating that they required more than 12% benefit). For example, when a patient indicated that she preferred treatment B at a 12% benefit, we then presented a probability of local recurrence after surgery alone of 2% (no benefit of treatment) and asked which treatment she would prefer. If she indicated to prefer treatment A, we then presented a probability of local recurrence after surgery alone of 8% (6% benefit of treatment) and again asked which treatment she would prefer. The probability of local recurrence after surgery alone was varied until patients' minimally desired benefit was reached. We built in a check for understanding in patients preferring VBT for no additional benefit by lowering the recurrence rate after surgery alone to 0% (a 2% disadvantage of VBT).
Figure 1

Information presented in the TTM on treatment options. The numbers in the margin represent the order in which the board was built up. The initially offered figures for surgery only were 86 out of 100 women having no recurrence, 14 having recurrence, thus implying a 12% benefit of VBT compared to WWP. The light grey boxes represent potential side effects of VBT, and dark grey boxes represent potential side effects of EBRT.

We pilot tested a self-administered format of the TTM in 10 treated EC patients. Patients evaluated this format to be too difficult because of the high amount of (new) medical information. We therefore decided to use the traditional face-to-face format for the TTM in patients. Clinicians were offered the TTM as part of an online questionnaire. Instead of sequentially offering the information, all information was given to them at once. Clinicians were asked at which minimally desired absolute benefit of VBT they would prefer VBT, and recurrence rate was not systematically varied. We assessed patients' and clinicians' preferred decisional role using a modified version of the Control Preferences Scale (CPS), in which participants were asked to select one of five statements on roles in treatment decision making (Degner ; Salkeld ). The roles ranged from (A) the patient makes the decision about VBT alone, through (B) the patient makes the decision after considering the doctor's opinion, (C) the patient makes the decision together with the clinician, (D) the clinician makes the decision after considering the patient's opinion, to (E) the clinician makes the decision on VBT alone. Irradiated patients had actually faced the decision whether or not to undergo radiation. We explored to what extent they felt they had been involved in this decision by asking them: To what extent did you have space to (1) think about benefits and harms of VBT, (2) give your opinion on the benefits and harms of VBT, and (3) participate in decision making to your preferred extent. They could respond to each question using a score between 1 (not at all) and 7 (a lot). Finally, we asked: Do you feel you had a choice in the decision about whether or not to undergo VBT? Responses could be negative, affirmative or ‘I don't know'. Both patients' and clinicians' questionnaire contained additional questions regarding socio-demographic details, medical history (patients) and work-related details (clinicians).

Statistical analysis

Descriptive statistics were used to describe participant characteristics and minimally desired benefit from VBT (TTM). Preferred benefit scores were not normally distributed, so we present medians and compared between groups with Mann-Whitney U tests. Using χ2-tests, patients and clinicians were compared on decisional role preferences (CPS) and perceived involvement, after subdivision into two categories by merging response categories 1–3 and 5–7. Significance testing was done two sided at α=0.05.

Results

Participants

In total, 140 eligible patients, treated between 2007 and 2013, were approached. Of these patients, 95 (68%) were interviewed and completed the questionnaire. Of the 198 clinicians approached, 77 (39% 52 gynaecologists, response rate 32% 25 radiation oncologists, response rate 69%) completed the online questionnaire including the TTM. In Table 1 participant demographic characteristics, and treatment (patients) and work-related (clinicians) characteristics are listed.
Table 1

Participant characteristics

 N
Patients (N=95)
Median age, years (range)68 (46–90)
Median time since diagnosis, months (range)
6 (1–62)
Treatment
 Surgery42 (44%)
 Surgery+radiotherapy53 (56%)
Number (none or 1) of comorbidities46 (50%)
Partner (yes)71 (75%)
Children (yes)
75 (79%)
Educational levela
 Low41 (46%)
 Intermediate28 (31%)
 High20 (23%)
Region of inclusion (Leiden)
54 (57%)
Clinicians (N=77)
Specialty
 Radiation oncology25 (33%)
 Gynaecologic oncology24 (31%)
 Gynaecology (focus on oncology)28 (36%)
Median age, years (range)48 (33–65)
Median time since specialisation, years (range)10 (0–36)
Median number of EC patients per year (range)20 (0–70)
Male gender31 (40%)
Current institution (academic)27 (35%)

Abbreviation: EC=endometrial cancer.

Educational levels included low=completed no/primary school; intermediate=completed lower general secondary education/vocational training; or high=completed pre-university education/high vocational training/university. Six patients did not respond to this question.

Treatment preference and minimally desired benefit from VBT

In Table 2 minimally desired benefit from VBT in terms of local control and compared to WWP is listed. Figure 2 shows the cumulative proportion of participants preferring VBT according to minimum benefit. Overall, minimally desired benefit was significantly lower for patients than for clinicians (median=0 vs 8%, U=1709, z=−5.8; P<0.001). Irradiated patients required a significantly lower benefit than non-irradiated patients (median=0 vs 6.5%, U=509, z=−5.08; P<0.001). There was no significant association between minimally desired benefit from VBT and patients' age, educational level, having a partner or children, or comorbidity. Minimally desired benefit was significantly lower for radiation oncologists than for gynaecologists (median=4 vs 13%, U=293, z=−3.2; P=0.001). There was no significant association between minimally desired benefit from VBT and clinicians' age, gender, institution (academic/non-academic), years since specialisation or number of EC patients treated per year.
Table 2

Minimally desired benefit in local control from VBT

 Median desired benefitRangePreferring VBT at 0% benefit
Patients (N=95)
Irradiated0%0–49%42 (79%)
Non-irradiated
6%
0–100%
14 (33%)
Clinicians (N=77)
Radiation oncologists4%0–23%1 (4%)
Gynaecologic oncologists8%0–49%0 (0%)
Gynaecologists17%3–48%1 (4%)

Abbreviation: VBT=vaginal brachytherapy.

*P⩽0.001.

Figure 2

Cumulative proportion of participants preferring VBT over WWP according to minimum percentage of benefit in local control. Numbers of non-irradiated patients do not add up to 100% because of those declining VBT for a benefit up to 50% (12%).

Preferred involvement

Figure 3 depicts the patients' and clinicians' preferences regarding their role in the decision about VBT in the treatment of EC. No significant associations were found between decisional role preferences and patients' treatment, age, educational level, having a partner or children, or comorbidity. Clinicians who had specialised more recently had a stronger preference for a more active clinician's role in deciding about VBT (χ2=6.87, P<0.05). No significant associations were found between decisional role preferences and clinicians' age, gender, specialisation, institution (academic/non-academic), or number of EC patients treated per year.
Figure 3

Patients' (

Perceived actual involvement in decision making about VBT

A majority of irradiated patients indicated that they had lacked space to think about benefits and harms of VBT (42%), give their opinion on these benefits and harms (43%) or participate in decision making to their preferred extent (45%), with a high within-subject overlap between the responses to the three questions. Older patients (⩾68) more often indicated not to have been involved in the decision to their preferred extent (χ2=7.37, P<0.05). Otherwise, there were no significant associations between perceived involvement and patients' time since diagnosis, educational level, having a partner or children, or comorbidity. A total of 44% of irradiated patients indicated they felt they had had no choice regarding VBT. There were no significant associations between whether patients felt they had had a choice and patients' age, educational level, having a partner or children, or comorbidity.

Discussion

This study had a dual objective. First, to assess patients' and clinicians' minimally desired benefit from VBT, in terms of local control (defined as freedom from local cancer recurrence at 5 years) and compared to WWP. Second, to assess patients' and clinicians' preferred involvement in this decision, as well as perceived actual involvement in this decision of irradiated EC patients. Our study showed considerable variation between, as well as within, patients and clinicians in their minimally desired benefit from VBT compared to WWP. Patients preferred VBT at a lower minimal benefit than clinicians. Furthermore, irradiated patients and radiation oncologists preferred VBT at a lower minimal benefit than, respectively, non-irradiated patients and gynaecologists. The variation within groups could not be explained by socio-demographic factors or work-related characteristics. The difference in minimally desired benefit between clinicians from different specialties has also been shown in earlier research, with clinicians generally requiring less benefit from the treatment of their specialty (Stiggelbout ; Fowler ). Since patients highly value clinicians' recommendations, these can lead patients to make or agree with decisions that go against what they would otherwise prefer (Gurmankin ; Stiggelbout ). The importance of clinicians' recommendations and the substantial variance in both patients' and clinicians' treatment preferences highlight the need for involving EC patients in decisions about VBT. Overall, most patients preferred VBT at a low benefit in local control, although the ultimate 5-year local control is estimated to be similar for both treatment strategies. Choosing VBT despite no benefit in 5-year local control is possibly explained by patients preferring to seek active treatment (Chapple ), and seeking to be assured of being disease free sooner. Another explanation could be that patients want to make sure they have done everything possible, as opposed to ‘doing nothing' (Charles ). Furthermore, patients might consider possible side effects of VBT as relatively mild, compared to possible side effects of EBRT. Two clinicians (8%) and 56 patients (59% of total; 79% of irradiated patients) indicated to choose VBT at no additional benefit. We assumed their answers implied a strong preference for VBT or ‘active treatment' rather than as an indication of misunderstanding. Since deleting them would bias the minimally desired benefit upwards, we decided against removing them from the analysis. This preference of treatment despite no benefit is a seemingly non-rational answer and has been found in earlier studies, especially among irradiated patients (Jansen ; Pieterse ). It is possibly caused by anticipated regret and a wish to have done everything one could. Another possible explanation is positive experiences with VBT and post hoc justification. The latter implies that patients may have a desire to justify the prior decision as being the correct one (Jansen ). In particular, none of these included patients had experienced a relapse and they could have assumed that this was a result of VBT. The large majority of patients and clinicians preferred both the patient and clinician to share the decision about VBT. However, individual differences occur in the interpretation of sharing decisions, which may range from receiving information or assent to a treatment recommendation to actively deciding on treatment (Moumjid ; Moreau ). Clinicians should be aware of patients' wish to participate in treatment decisions and involve them as much as possible to the patient's preferred extent. A possible limitation of this study is the different methods used in assessing the minimally desired benefit in the patient vs clinician group. We intended to measure the minimally desired benefit in a direct way through an online questionnaire in both groups. However, after pilot testing the self-report questionnaire, we concluded that this method was not feasible for participants unfamiliar with the complicated medical information. Patients as well as clinicians evaluated the methods used as clear (data not shown). Another possible limitation is that patients in our study had already started or finished their treatment. Owing to logistical reasons, we were unable to include patients at the moment they were actually facing this treatment decision. In the PORTEC-4 trial, a postoperative WWP is compared with standard VBT in a randomised clinical trial (Creutzberg and Nout, 2012). This study will provide data on overall side effects and quality of life of treated EC patients. Furthermore, results will show whether the exact relapse rate after WWP is indeed ∼14%, and whether the 5-year local control, including treatment for relapse, is indeed similar for both treatment strategies. Our study shows that for a benefit of 12%, over 90% of radiation oncologists, but <50% of gynaecologists would recommend VBT, while most of the patients would prefer VBT. Clinicians should be aware of this variation and be transparent to their colleagues and patients on their considerations to recommend one or the other treatment strategy. In conclusion, our results showed a considerable variation between, as well as within, patients and clinicians in how they value local control, harms and burden of treatment. We recommend that clinicians inform patients on the benefits and harms of treatment strategies, elicit patients' preferences and consider these preferences in their treatment recommendation.
  30 in total

Review 1.  How do patients' treatment preferences compare with those of clinicians?

Authors:  A A Montgomery; T Fahey
Journal:  Qual Health Care       Date:  2001-09

2.  Adjuvant chemotherapy in node negative breast cancer: patterns of use and oncologists' preferences.

Authors:  A M Stiggelbout; J C de Haes; C J van de Velde
Journal:  Ann Oncol       Date:  2000-05       Impact factor: 32.976

3.  Surgery and postoperative radiotherapy versus surgery alone for patients with stage-1 endometrial carcinoma: multicentre randomised trial. PORTEC Study Group. Post Operative Radiation Therapy in Endometrial Carcinoma.

Authors:  C L Creutzberg; W L van Putten; P C Koper; M L Lybeert; J J Jobsen; C C Wárlám-Rodenhuis; K A De Winter; L C Lutgens; A C van den Bergh; E van de Steen-Banasik; H Beerman; M van Lent
Journal:  Lancet       Date:  2000-04-22       Impact factor: 79.321

4.  Five-year quality of life of endometrial cancer patients treated in the randomised Post Operative Radiation Therapy in Endometrial Cancer (PORTEC-2) trial and comparison with norm data.

Authors:  Remi A Nout; Hein Putter; Ina M Jürgenliemk-Schulz; Jan J Jobsen; Ludy C H W Lutgens; Elzbieta M van der Steen-Banasik; Jan Willem M Mens; Annerie Slot; Marika C Stenfert Kroese; Hans W Nijman; Lonneke V van de Poll-Franse; Carien L Creutzberg
Journal:  Eur J Cancer       Date:  2011-12-14       Impact factor: 9.162

5.  A matter of trust--patient's views on decision-making in colorectal cancer.

Authors:  Glenn Salkeld; Michael Solomon; Leonie Short; Phyllis N Butow
Journal:  Health Expect       Date:  2004-06       Impact factor: 3.377

6.  Is 'watchful waiting' a real choice for men with prostate cancer? A qualitative study.

Authors:  A Chapple; S Ziebland; A Herxheimer; A McPherson; S Shepperd; R Miller
Journal:  BJU Int       Date:  2002-08       Impact factor: 5.588

7.  The role of physicians' recommendations in medical treatment decisions.

Authors:  Andrea D Gurmankin; Jonathan Baron; John C Hershey; Peter A Ubel
Journal:  Med Decis Making       Date:  2002 May-Jun       Impact factor: 2.583

8.  A phase III trial of surgery with or without adjunctive external pelvic radiation therapy in intermediate risk endometrial adenocarcinoma: a Gynecologic Oncology Group study.

Authors:  Henry M Keys; James A Roberts; Virginia L Brunetto; Richard J Zaino; Nick M Spirtos; Jeffrey D Bloss; Andrew Pearlman; Mitchell A Maiman; Jeffrey G Bell
Journal:  Gynecol Oncol       Date:  2004-03       Impact factor: 5.482

9.  Information needs of patients with cancer: results from a large study in UK cancer centres.

Authors:  V Jenkins; L Fallowfield; J Saul
Journal:  Br J Cancer       Date:  2001-01-05       Impact factor: 7.640

10.  Patients' preferences for adjuvant chemotherapy in early-stage breast cancer: is treatment worthwhile?

Authors:  S J Jansen; J Kievit; M A Nooij; J C de Haes; I M Overpelt; H van Slooten; E Maartense; A M Stiggelbout
Journal:  Br J Cancer       Date:  2001-06-15       Impact factor: 7.640

View more
  13 in total

1.  How are patient-related characteristics associated with shared decision-making about treatment? A scoping review of quantitative studies.

Authors:  Sascha M Keij; Joyce E de Boer; Anne M Stiggelbout; Wändi Bruine de Bruin; Ellen Peters; Saïda Moaddine; Marleen Kunneman; Arwen H Pieterse
Journal:  BMJ Open       Date:  2022-05-24       Impact factor: 3.006

Review 2.  American Brachytherapy Task Group Report: Adjuvant vaginal brachytherapy for early-stage endometrial cancer: A comprehensive review.

Authors:  Matthew M Harkenrider; Alec M Block; Kaled M Alektiar; David K Gaffney; Ellen Jones; Ann Klopp; Akila N Viswanathan; William Small
Journal:  Brachytherapy       Date:  2016-05-31       Impact factor: 2.362

3.  Cancer of the corpus uteri: 2021 update.

Authors:  Martin Koskas; Frédéric Amant; Mansoor Raza Mirza; Carien L Creutzberg
Journal:  Int J Gynaecol Obstet       Date:  2021-10       Impact factor: 4.447

4.  Shared Decision-Making in Oncology - A Qualitative Analysis of Healthcare Providers' Views on Current Practice.

Authors:  Wiebke Frerichs; Pola Hahlweg; Evamaria Müller; Christine Adis; Isabelle Scholl
Journal:  PLoS One       Date:  2016-03-11       Impact factor: 3.240

5.  Shared decision making in cancer treatment: A Dutch national survey on patients' preferences and perceptions.

Authors:  Marieke M T Kuijpers; Haske van Veenendaal; Vivian Engelen; Ella Visserman; Eveline A Noteboom; Anne M Stiggelbout; Anne M May; Niek de Wit; Elsken van der Wall; Charles W Helsper
Journal:  Eur J Cancer Care (Engl)       Date:  2021-11-02       Impact factor: 2.328

6.  Impact of vaginal cylinder diameter on outcomes following brachytherapy for early stage endometrial cancer.

Authors:  Jack M Qian; John M Stahl; Melissa R Young; Elena Ratner; Shari Damast
Journal:  J Gynecol Oncol       Date:  2017-11       Impact factor: 4.401

7.  Patient and oncologist preferences for attributes of treatments in advanced melanoma: a discrete choice experiment.

Authors:  Frank Xiaoqing Liu; Edward A Witt; Scot Ebbinghaus; Grace DiBonaventura Beyer; Reshma Shinde; Enrique Basurto; Richard W Joseph
Journal:  Patient Prefer Adherence       Date:  2017-08-14       Impact factor: 2.711

Review 8.  Empowering patients in decision-making in radiation oncology - can we do better?

Authors:  Michelle Leech; Matthew S Katz; Joanna Kazmierska; Julie McCrossin; Sandra Turner
Journal:  Mol Oncol       Date:  2020-04-13       Impact factor: 6.603

9.  Oncologist and Patient Preferences for Attributes of CDK4/6 Inhibitor Regimens for the Treatment of Advanced/Metastatic HR Positive/HER2 Negative Breast Cancer: Discrete Choice Experiment and Best-Worst Scaling.

Authors:  Martine C Maculaitis; Xianchen Liu; Oliver Will; Madelyn Hanson; Lynn McRoy; Alexandra Berk; Melissa Crastnopol
Journal:  Patient Prefer Adherence       Date:  2020-11-05       Impact factor: 2.711

10.  Representativeness of personality and involvement preferences in a web-based survey on healthcare decision-making.

Authors:  Søren Birkeland; Thea Linkhorst; Anders Haakonsson; Michael John Barry; Sören Möller
Journal:  BMC Health Serv Res       Date:  2020-09-10       Impact factor: 2.655

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.