RESEARCH ARTICLE


Influence of the First Consultation on Adherence to Antiretroviral Therapy for HIV-infected Patients



Marion Peyre1, 2, Aurélie Gauchet2, 3, Matthieu Roustit2, 4, 5, Pascale Leclercq1, Olivier Epaulard1, 2, 6, *
1 Service des Maladies Infectieuses, Centre Hospitalier Universitaire de Grenoble, Grenoble, France
2 Université Grenoble Alpes, Grenoble, France
3 Laboratoire Inter-Universitaire de Psychologie - Personnalité, Cognition, Changement Social (LIP/PC2S) EA 4145, Université Grenoble Alpes, Grenoble, France
4 Pharmacologie Clinique - CIC1406, Pôle Recherche, Centre Hospitalier Universitaire de Grenoble, Grenoble, France
5 Inserm, HP2, 38000 Grenoble, France
6 Team “HIV and other human persistent viruses”, Institut de Biologie Structurale, UMR 5075 UGA-CEA-CNRS, Grenoble, France


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Creative Commons License
© Peyre et al.; Licensee Bentham Open

open-access license: This is an open access article licensed under the terms of the Creative Commons Attribution-Non-Commercial 4.0 International Public License (CC BY-NC 4.0) (https://creativecommons.org/licenses/by-nc/4.0/legalcode), which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited.

* Address correspondence to this author at the Service des Maladies Infectieuses, CHU de Grenoble, CS10217, 38043 Grenoble cedex 09, France; Tel/Fax: 0033 4 76 76 52 91; E-mail: OEpaulard@chu-grenoble.fr


Abstract

Background:

Physician attitude influences the way patients cope with diagnosis and therapy in chronic severe diseases such as cancer. Previous studies showed that such an effect exists in HIV care; it is likely that it begins with the first contact with a physician.

Objective:

We aimed to explore in HIV-infected persons their perception of the first consultation they had with an HIV specialist (PFC-H), and whether this perception correlates with adherence to antiretroviral therapy.

Method:

The study was conducted in Grenoble University Hospital, France, a tertiary care center. Every antiretroviral-experienced patient was asked to freely complete a self-reported, anonymous questionnaire concerning retrospective PFC-H, present adherence (Morisky scale), and present perceptions and beliefs about medicine (BMQ scale).

Results:

One hundred and fifty-one questionnaires were available for evaluation. PFC-H score and adherence were correlated, independently from age, gender, and numbers of pill(s) and of pill intake(s) per day. BMQ score also correlated with adherence; structural equation analysis suggested that the effect of PFC-H on adherence is mediated by positive beliefs.

Conclusion:

These results suggest that for HIV-infected persons, the perceptions remaining from the first consultation with an HIV specialist physician influence important issues such as adherence and perception about medicine. Physicians must be aware of this potentially long-lasting effect.

Keywords: Adherence, Antiretroviral, Beliefs about medicine, Consultation, Morisky, Patient perceptions.



INTRODUCTION

Almost 20 years after the first highly active anti-retroviral combination, 75 to 89% of subjects with a diagnosed HIV infection are treated with antiretroviral therapy (ARV) in western Europe; an undetectable viral load is obtained in 80 to 90% of patients after 6 months of therapy in this area [1]; and several studies suggest that life expectancy of HIV-positive and HIV-negative populations will not differ if ARV are applied early [2].

Therapeutic adherence is a key parameter for the control of the infection, as it is correlated with viral load decrease [3] and CD4+ T cell lymphopenia correction [4]. Besides, a suboptimal adherence enables the emergence of resistant strains of HIV [5], especially in protease inhibitor-free regimens. Due to the integration of HIV genome in the host, such resistant strains persist indefinitely, meaning that the selection of a strain resistant to one or several antiretroviral will definitely prevent the future use of this/these molecule(s) in the future.

Adherence is an important issue in most chronic diseases (for example, diabetes mellitus, seizures or chronic obstructive pulmonary disease); however, there are many different barriers or challenges that HIV-positive patients may specifically experience when they try to adhere to their medication regimen. First, historical stigmas associated with AIDS probably restrain adherence and access to health care. Second, several national guidelines (including 2013 French guidelines [6]) recommend initiating antiretroviral medication as soon as possible after the diagnosis of HIV infection, regardless of the viral load, CD4 T cell count or clinical stage of the disease. This implies to treat asymptomatic individuals, who could underestimate the importance of adherence.

The impact of different factors on therapeutic adherence has been explored in many studies. For example, poor adherence has been shown to be associated with young age [7], psychiatric and neurological disorders [8, 9]), and addiction [10]. Conversely, other factors such as family support [11] have a positive impact on adherence. Gender [12] and ethnicity have an inconstant effect, depending on the studies. For example, a study in Greek subjects older than 50 years did not identify a strong link between gender and adherence to ARV therapy [13], and a study in US adult subjects did not identify gender-related differences in adherence. On the contrary, a study in US HIV-infected IV drug users observed a lower adherence in women [14]; and another study in a similar population observed that alcohol consumption was associated with a lower adherence in women but not in men [15]. The treatment regimen (daily number of pills and daily intake) [7] and side effects of the antiretroviral therapy [16] may also influence adherence. Finally, studies showed that therapeutic adherence is influenced by patient-physician relationship, including provision of HIV-specific information, egalitarian decision-making style, and trust in the physician. For example, a study in Mexico observed that adherence in the past month was lower in patients who were not satisfied of the relationship with their physician [17]; in a US study, adherence was lower in case of mismatch between the patient's expectations of care and the physician's consultation style [18]; another study observed that several dimensions of the physician-patient relationship (general communication, HIV-specific information, participatory decision making, overall physician satisfaction, willingness to recommend, physician trust, and adherence dialogue) were associated with adherence [19]. Interestingly, in another study [20], US patients declared that the progresses they made concerning their adherence were not due to their healthcare providers, but that they appreciated providers who knew and cared about their personal lives, who were clear and direct about instructions, and who were accessible. These last results suggest that this type of physician-patient relationship may sometimes acts indirectly.

To establish this kind of patient-physician relationship should be a goal from the first consultation, that is, during the announcement of a positive HIV test, or when the initiation of ARV is discussed. In other disciplines, particularly oncology, efforts have been made to codify important steps such as diagnosis and treatment discussions. Indeed, it has been shown that the way a cancer diagnosis is disclosed deeply influences the patient perception of the disease and of the therapy [21-24]; furthermore, announcing a cancer diagnosis is known to require specific skills and formation [25, 26]. It is likely that this announcement is similarly decisive in HIV-infected patients, but studies assessing the influence of the first consultation with an HIV-specialist physician on outcome are lacking. One should nevertheless note that the Voluntary Counseling and Testing and HIV testing and Consulting approaches have not only demonstrated to positively influence at-risk behavior [27], but also to adherence [28]. More specifically, to our knowledge, no study has analyzed the relationship between the experience of the patient during the first consultation with an HIV specialist physician, and adherence to ARV.

Our objective was therefore to explore the relationship between the patient perception of this first consultation and subsequent adherence. More precisely, we aimed to determine whether positive perceptions of this first consultation were correlated with a present better adherence, and whether more general perceptions concerning treatments and medicine help understanding this correlation.

MATERIALS AND METHODS

Study Population

The study was conducted from May to July 2014, in the University Hospital of Grenoble, France, a tertiary care hospital. About 900 HIV-infected adults regularly attend this center, with 4 to 10 visits per year for follow-up and ARV prescription. Every HIV-infected patient under ARV who visited the infectious disease unit (mostly for blood tests and consultation) during the study period was asked to freely fill a self-administered questionnaire. No mention of the patient identity was required, and anonymity was maintained by participants placing the completed questionnaire in an urn in the waiting room.

The study was conducted according to the principles of the declaration of Helsinki. Ethical approval was obtained from the Comité d’Ethique pour les Recherches Non Interventionnelles of Université Grenoble Alpes (advice N° 2014-05-13-45).

Questionnaires

Beliefs about Medicine Questionnaire (BMQ)

The BMQ is an 18-item scale examining the perception of the patient regarding treatments and medicine [29]. This scale has been validated in HIV infection context [30] and validated in French language [30]. The first two parts explore the positive (“necessity”) and negative (“concerns”) perception of ARV therapy, and the last two parts explore the general negative beliefs concerning drug prescription by physicians (“overuse”) and concerning medications (“harm”). The value of each of the four dimensions of the beliefs about medicine is obtained by summing the numbers attributed to each question (from 1 for “totally disagree” to 5 for “totally agree”).

Adherence

We used the Morisky-8-item Adherence scale. It has been widely used for the assessment of adherence in different diseases, and has already been validated in the case of antiretroviral therapy [31].

Although they may overestimate the percentage of properly taken medications, self-administered questionnaires have been shown to be a valid way to approximate adherence, and to be correlated with viral load [32] or measurements established with microelectronic monitoring system.

Patient Perception of the First Consultation with an HIV Specialist Physician (PFC-H)

The perception of the first consultation with an HIV specialist physician (PFC-H) was evaluated with a set of 16 questions (see supplementary material). Closely related questions have been validated in HIV-infected patients [30] and have been adapted to fit to the topic of the present study (the first consultation). These questions explore the perception concerning the meeting and the attitude of the physician. Patients were asked to evaluate (no, mostly no, mostly yes, yes) items such as “Did you feel like the physician told you all the truth?”, “Did the physician encourage you to express yourself?”, “Did the physician carefully listen to you?”, “Was the physician respectful?”, or ”Did you feel like the physician understood you?”. The answers were graduated on a 1-to-4 scale (No, Rather no, Rather yes, Yes), and the PFC-H score was calculated by summing the answer to each of the 16 questions.

Statistical Analysis

Missing values were imputed using an iterative Markov Chain Monte Carlo (MCMC) method [33]. Categorical data are reported as frequency and percentage and continuous data as mean and standard deviation. Pearson’s coefficient was used for correlations between scores.

The influence of the various dimensions of BMQ and of PFC-H on adherence was tested with multiple linear regression analysis. In order to assess the potential mediation of positive beliefs to explain the effect of PFC-H on adherence, post hoc structural equation modeling was performed.

Direct and indirect effects and bias-corrected p-value for the indirect effect were computed by bootstrapping. We considered p-values <0.05 as significant. Statistical analysis was performed with SPSS® and SPSS® Amos 22 for Windows (IBM, Inc., Armonk, New York, USA).

RESULTS

Among the 270 patients who visited our center during the 4-months study period, 161 participated. One hundred and fifty-one questionnaires were eventually analyzable; ten questionnaires were too incompletely filled in key sections to be included in the study. Across the 151 analyzable questionnaires, 4.1% of the survey items were missing and treated as described. Patients were aged 48±11 years and were predominantly male (78.1%); 63.8% identified themselves as men having sex with men (MSM). Most (86%) of the patients were Caucasians. Many patients (84.8%) reported having an undetectable HIV plasma viral load (<20 copies/ml), and 53.3% reported having a CD4 T cell count above 500/mm3. The first consultation with an HIV specialist physician had occurred 14.1±8.4 years (mean±SD) before the present study (5 years or less for 20.8%, 20 years or more for 34.3%).

Mean PFC-H score was 54.2 ± 8.3 (20-64). It was 60 or more for 46 (30.4%) patients, and less than 40 for 13 (8.6%) patients (Fig. 1). It was not correlated with age, and was not different in female vs. male or in men having sex with men vs. other patients. It was negatively correlated with the time elapsed since the first consultation (r=-0.28, p<0.01).

Fig. (1). Distribution of the PFC-H score values.

Table 1. Values of the perception of the first consultation with an HIV specialist physician (PFC-H) score and of the belief about medicine (BMQ) scores, and correlation with Morisky adherence scale.
Scale Score [mean±SD] (minimal and maximal possible) Correlation with Morisky adherence scale
Univariate analysis Multivariate analysis
R p-value p-value
PFC-H 54.2 ± 8.3 (16-64) 0.214 0.01 0.25
BMQ Necessity 22.7 ± 3.1 (5-25) 0.308 <0.001 0.04
BMQ Concerns 13.2 ± 4.3 (5-25) -0.270 0.001 0.09
BMQ Overuse 7.2 ± 2.9 (4-20) -0.238 0.003 0.94
BMQ Harm 10.4 ± 4.2 (4-20) -0.267 0.001 0.23

Adherence was high, with 43.7% patients, 28.9% and 14.0% having a Morisky adherence score of respectively 8/8, 7/8 and 6/8. We observed an association between PFC-H and Morisky adherence score. First, when taking as a cut-off the median value of PFC-H score (55), we observed that 71.4% and 44% of the patients with a PFC-H <55 and ≥55, respectively had a Morisky adherence score below 8 (p<0.01) (Fig. 2). Second, Morisky adherence score was correlated with PFC-H score in univariate analysis (R=0.21; p=0.01) (Table 1), and remained correlated when adjusting for age, gender, current numbers of pill(s) per day, current number of pill intake(s) per day, and comorbidities (p=0.02). The Morisky adherence score and the time elapsed since the first consultation were not correlated (p=0.51). Adherence was also correlated with the four dimensions of the BMQ (Table 1).

In a multiple linear regression model integrating PFC-H and BMQ scales, one of the dimensions of the BMQ score (positive beliefs, or “BMQ necessity”) was still significantly associated with Morisky adherence score, but not PFC-H. To determine whether PFC-H may have an influence on adherence via positive belief, we elaborated a post hoc structural equation model. The results showed that the effects of PFC-H on adherence are likely to be fully mediated by positive beliefs (Fig. 3) (p<0.01 and p=0.32 for indirect and direct effects of PFC-H on adherence, respectively).

Fig. (2). Morisky adherence score in patients with PFC-H score < and ≥55

Fig. (3). Positive beliefs about the treatment (“BMQ necessity”) fully mediate the effect of the perception of the first consultation with the physician (PFC-H) on adherence. Standardized regression weights are reported on corresponding arrows. *p=0.001; §p=0.32.

DISCUSSION

In developed countries, thanks to antiretroviral therapy, HIV infection has become for most patients a chronic state rather than a chronic disease. When antiretroviral therapy is prescribed, a health condition compatible with, for example, professional activity is generally regained or maintained. Adherence to treatment is a key parameter to reach and to maintain this situation. We wanted to determine whether adherence was associated with the perceptions of the first consultation with an HIV specialist (PFC-H).

The score we elaborated to retrospectively evaluate the PFC-H revealed generally positive perceptions, although the value was clearly low in some cases. This is not a totally new score, as these questions have already been tested in HIV-positive patients in a previous work [30], although without assessing specifically the perception of the first consultation. This score may therefore require to be validated in other HIV-positive populations.

We observed a significant association between present adherence and the perceptions of this first meeting. Although adherence was generally high in our population, patients with positive perceptions had an even higher adherence. To our knowledge, the present study is the first to explore this dimension in HIV-infected patients. These results are consistent with previous studies that showed that the quality of the information delivered by the caregiver, and the way the caregiver behaves with the patient, influence the adherence to HIV care [34], or to diabetes care in patients with type 2 diabetes [35], or to therapy in patients with multiple sclerosis [36]. The influence of the physician-patient relationship has also been extensively studied in cancer patients. Indeed, it has been shown [22] that the experience of these patients during the disclosure was intense, and that it influenced the future perception of the disease and of the treatment. It is therefore not unlikely that for HIV patients, the first consultation with an infectious disease specialist will similarly impact adherence. Physicians should be aware of the future influence of this consultation, and behave consistently, i.e. providing patients the optimal information, support and listening time. The success of communication skills training programs for oncologists [25] may pave the way to similar training programs intended to HIV caregivers.

In a regression model including BMQ and PFC-H, the last did not appear to be associated with adherence independently of the first. However, between two perceptions so close in their topics, it may be less justified to speak in terms of dependency or independency. We therefore used a structural equation model; the model which fit the best with the data we had collected was an indirect effect of PFC-H on adherence via an effect on positive beliefs concerning medicine. This result describes in a more satisfying way the interplay between PFC-H, perceptions concerning medicine, and adherence than the regression model. It suggests that PFC-H has an important influence on the considerations the patient will develop regarding medicine and treatment, and therefore on adherence. Again, this indicates that physicians should behave carefully during their first consultation with an HIV-infected subject, as the patient perceptions may have a persisting influence.

Our study has several limitations, the most important being the important mean time elapsed since the first consultation; after such a delay, the memories of the analyzed perceptions may have been modified. The negative correlation we observed between PFC-H and the time elapsed since the first consultation is maybe an illustration of this memory bias concerning the first consultation, which occurred in some patients more than 20 years ago, although it may also reflect the fact that recent first consultations fill more the patient expectations than before. Another limitation is the purely declarative information on adherence, reason why we chose not to assess the impact of the dimensions we explored on self-reported clinical and biological outcomes. Finally, the analyzed population through questionnaire filling was not representative of the whole cohort consulting at our institution, being more Caucasian and masculine. This sample population may have different expectations and perception from physician-patient interactions.

CONCLUSION

Our study suggests that the first meeting between an HIV-infected adult and an HIV specialist physician positively influences adherence, especially through perceptions on medicine and ARV. Physicians should be aware of what is at stake during this first consultation, and be trained accordingly to provide relevant information, listening time, respectful attitude, and to involve the patient in the decision process.

LIST OF ABBERIVATIONS

ARV = Antiretroviral therapy
BMQ = Beliefs about Medicine Questionnaire
PFC-H = Perceptions of the first consultation with an HIV specialist

SUPPLEMENTARY MATERIAL

Supplementary material is available on the publishers Website along with the published article.

CONFLICT OF INTEREST

The authors confirm that this article content has no conflict of interest.

ACKNOWLEDGEMENTS

We thank all the physicians that participated in the study.

REFERENCES

[1] Levi JR, Pozniak A, Vernazza P, et al. Can the UNAIDS 90-90-90 target be reached?. Vancouver, Canada: International AIDS Society 2015.
[2] Sabin CA. Do people with HIV infection have a normal life expectancy in the era of combination antiretroviral therapy? BMC Med 2013; 11: 251.
[3] Paterson DL, Swindells S, Mohr J, et al. Adherence to protease inhibitor therapy and outcomes in patients with HIV infection. Ann Intern Med 2000; 133(1): 21-30.
[4] Focà E, Odolini S, Sulis G, et al. Clinical and immunological outcomes according to adherence to first-line HAART in a urban and rural cohort of HIV-infected patients in Burkina Faso, West Africa. BMC Infect Dis 2014; 14: 153.
[5] von Wyl V, Klimkait T, Yerly S, et al. Adherence as a predictor of the development of class-specific resistance mutations: the Swiss HIV Cohort Study. PLoS One 2013; 8(10): e77691.
[6] Morlat P. Prise en charge médicale des personnes vivant avec le VIH Recommandations du groupe d’experts. Paris: La Documentation Française 2013.
[7] Hinkin CH, Castellon SA, Durvasula RS, et al. Medication adherence among HIV+ adults: effects of cognitive dysfunction and regimen complexity. Neurology 2002; 59(12): 1944-50.
[8] Hinkin CH, Hardy DJ, Mason KI, et al. Medication adherence in HIV-infected adults: effect of patient age, cognitive status, and substance abuse. AIDS 2004; 18(Suppl. 1): S19-25.
[9] Magidson JF, Saal W, Nel A, Remmert JE, Kagee A. Relationship between depressive symptoms, alcohol use, and antiretroviral therapy adherence among HIV-infected, clinic-attending patients in South Africa. J Health Psychol 2016. pii: 1359105316628743. [Epub ahead of print]
[10] Ti L, Milloy MJ, Shannon K, et al. Suboptimal plasma HIV-1 RNA suppression and adherence among sex workers who use illicit drugs in a Canadian setting: an observational cohort study. Sex Transm Infect 2014; 90(5): 418-22.
[11] Tiyou A, Belachew T, Alemseged F, Biadgilign S. Predictors of adherence to antiretroviral therapy among people living with HIV/AIDS in resource-limited setting of southwest ethiopia. AIDS Res Ther 2010; 7: 39.
[12] Wilson SM, Sikkema KJ, Ranby KW. Gender moderates the influence of psychosocial factors and drug use on HAART adherence in the context of HIV and childhood sexual abuse. AIDS Care 2014; 26(8): 959-67.
[13] Bianco JA, Heckman TG, Sutton M, Watakakosol R, Lovejoy T. Predicting adherence to antiretroviral therapy in HIV-infected older adults: the moderating role of gender. AIDS Behav 2011; 15(7): 1437-46.
[14] Turner BJ, Laine C, Cosler L, Hauck WW. Relationship of gender, depression, and health care delivery with antiretroviral adherence in HIV-infected drug users. J Gen Intern Med 2003; 18(4): 248-57.
[15] Berg KM, Demas PA, Howard AA, Schoenbaum EE, Gourevitch MN, Arnsten JH. Gender differences in factors associated with adherence to antiretroviral therapy. J Gen Intern Med 2004; 19(11): 1111-7.
[16] Al-Dakkak I, Patel S, McCann E, Gadkari A, Prajapati G, Maiese EM. The impact of specific HIV treatment-related adverse events on adherence to antiretroviral therapy: a systematic review and meta-analysis. AIDS Care 2013; 25(4): 400-14.
[17] Pérez-Salgado D, Compean-Dardón MS, Staines-Orozco MG, Ortiz-Hernández L. Satisfaction with healthcare services and adherence to antiretroviral therapy among patients with hiv attending two public institutions. Rev Invest Clin 2015; 67(2): 80-8.
[18] Roberts KJ. Physician-patient relationships, patient satisfaction, and antiretroviral medication Adherence among HIV-infected adults attending a public health clinic. AIDS Patient Care STDS 2002; 16(1): 43-50.
[19] Schneider J, Kaplan SH, Greenfield S, Li W, Wilson IB. Better physician-patient relationships are associated with higher reported adherence to antiretroviral therapy in patients with HIV infection. J Gen Intern Med 2004; 19(11): 1096-103.
[20] Laws MB, Rose GS, Bezreh T, et al. Treatment acceptance and adherence in HIV disease: patient identity and the perceived impact of physician-patient communication. Patient Prefer Adherence 2012; 6: 893-903.
[21] Walling A, Lorenz KA, Dy SM, et al. Evidence-based recommendations for information and care planning in cancer care. J Clin Oncol 2008; 26(23): 3896-902.
[22] Furber L, Bonas S, Murtagh G, et al. Patients' experiences of an initial consultation in oncology: Knowing and not knowing. Br J Health Psychol 2014.
[23] Besson C, Rannou S, Elmaaroufi H, et al. Disclosure of myelodysplastic syndrome diagnosis: improving patients’ understanding and experience. Eur J Haematol 2013; 90(2): 151-6.
[24] Gabrijel S, Grize L, Helfenstein E, et al. Receiving the diagnosis of lung cancer: patient recall of information and satisfaction with physician communication. J Clin Oncol 2008; 26(2): 297-302.
[25] Fujimori M, Shirai Y, Asai M, Kubota K, Katsumata N, Uchitomi Y. Effect of communication skills training program for oncologists based on patient preferences for communication when receiving bad news: a randomized controlled trial. J Clin Oncol 2014; 32(20): 2166-72.
[26] Furber L, Cox K, Murphy R, Steward W. Investigating communication in cancer consultations: what can be learned from doctor and patient accounts of their experience? Eur J Cancer Care (Engl) 2013; 22(5): 653-62.
[27] Fonner VA, Denison J, Kennedy CE, et al. Voluntary counseling and testing (VCT) for changing HIV-related risk behavior in developing countries Cochr Datab Syst Rev 2012; 12(9): CD001224.
[28] Barnabas RV, van Rooyen H, Tumwesigye E, et al. Initiation of antiretroviral therapy and viral suppression after home HIV testing and counselling in KwaZulu-Natal, South Africa, and Mbarara district, Uganda: a prospective, observational intervention study. Lancet HIV 2014; 1(2): e68-76.
[29] Horne R, Weinman J. Patients’ beliefs about prescribed medicines and their role in adherence to treatment in chronic physical illness. J Psychosom Res 1999; 47(6): 555-67.
[30] Gauchet A, Tarquinio C, Fischer G. Psychosocial predictors of medication adherence among persons living with HIV. Int J Behav Med 2007; 14(3): 141-50.
[31] Diiorio C, McCarty F, Depadilla L, et al. Adherence to antiretroviral medication regimens: a test of a psychosocial model. AIDS Behav 2009; 13(1): 10-22.
[32] Parienti JJ, Barrail-Tran A, Duval X, et al. Adherence profiles and therapeutic responses of treatment-naive HIV-infected patients starting boosted atazanavir-based therapy in the ANRS 134-COPHAR 3 trial. Antimicrob Agents Chemother 2013; 57(5): 2265-71.
[33] Schiattino I, Villegas R, Cruzat A, et al. Multiple imputation procedures allow the rescue of missing data: an application to determine serum tumor necrosis factor (TNF) concentration values during the treatment of rheumatoid arthritis patients with anti-TNF therapy. Biol Res 2005; 38(1): 7-12.
[34] Flickinger TE, Saha S, Moore RD, Beach MC. Higher quality communication and relationships are associated with improved patient engagement in HIV care. J Acquir Immune Defic Syndr 2013; 63(3): 362-6.
[35] Linetzky B, Jiang D, Funnell MM, Curtis BH, Polonsky WH. Exploring the role of the patient-physician relationship on insulin adherence and clinical outcomes in type 2 diabetes: insights from the MOSAIc study. J Diabetes 2016.
[36] Koudriavtseva T, Onesti E, Pestalozza IF, Sperduti I, Jandolo B. The importance of physician-patient relationship for improvement of adherence to long-term therapy: data of survey in a cohort of multiple sclerosis patients with mild and moderate disability. Neurol Sci 2012; 33(3): 575-84.