Medication adherence in renal transplant recipients: A latent variable model of psychosocial and neurocognitive predictors
Estimates indicate that 20-70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection. Medication adherence is negatively impacted by lower everyday problem solving ability, and associations between depressive symptoms, self-efficacy, and adh...
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Published in: | PloS one Vol. 13; no. 9; p. e0204219 |
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Abstract | Estimates indicate that 20-70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection. Medication adherence is negatively impacted by lower everyday problem solving ability, and associations between depressive symptoms, self-efficacy, and adherence are reported in renal transplant recipients. Nonetheless, to date, these associations have not been examined concurrently. Given the relationship between non-adherence and organ rejection, it is critical to gain a better understanding of the predictors of adherence in renal transplant recipients. To this end, we modeled relationships among cognitive abilities, depressive symptoms, self-efficacy, and adherence in this group.
Participants (N = 211) underwent renal transplant at least one year prior to participation. Adherence was measured via self-report, medication possession ratio, and immunosuppressant blood-level. Traditionally-measured neurocognitive and everyday problem-solving abilities were assessed. Depressive symptoms were measured via self-report, as were general and medication adherence related self-efficacy. Structural equation modeling was used to assess the fit of the model to available data.
Everyday problem solving and self-efficacy had direct positive associations with adherence. Depressive symptoms were negatively associated with self-efficacy, but not adherence. Traditionally-measured neurocognitive abilities were positively associated with self-efficacy, and negatively associated with depressive symptoms.
We present a comprehensive investigation of relationships between cognitive and psychosocial factors and adherence in medically stable renal transplant recipients. Findings confirm the importance of everyday problem solving and self-efficacy in predicting adherence and suggest that influences of depressive symptoms and neurocognitive abilities are indirect. Findings have important implications for future development of interventions to improve medication adherence in renal transplant recipients. |
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AbstractList | Estimates indicate that 20-70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection. Medication adherence is negatively impacted by lower everyday problem solving ability, and associations between depressive symptoms, self-efficacy, and adherence are reported in renal transplant recipients. Nonetheless, to date, these associations have not been examined concurrently. Given the relationship between non-adherence and organ rejection, it is critical to gain a better understanding of the predictors of adherence in renal transplant recipients. To this end, we modeled relationships among cognitive abilities, depressive symptoms, self-efficacy, and adherence in this group. Everyday problem solving and self-efficacy had direct positive associations with adherence. Depressive symptoms were negatively associated with self-efficacy, but not adherence. Traditionally-measured neurocognitive abilities were positively associated with self-efficacy, and negatively associated with depressive symptoms. We present a comprehensive investigation of relationships between cognitive and psychosocial factors and adherence in medically stable renal transplant recipients. Findings confirm the importance of everyday problem solving and self-efficacy in predicting adherence and suggest that influences of depressive symptoms and neurocognitive abilities are indirect. Findings have important implications for future development of interventions to improve medication adherence in renal transplant recipients. OBJECTIVE:Estimates indicate that 20-70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection. Medication adherence is negatively impacted by lower everyday problem solving ability, and associations between depressive symptoms, self-efficacy, and adherence are reported in renal transplant recipients. Nonetheless, to date, these associations have not been examined concurrently. Given the relationship between non-adherence and organ rejection, it is critical to gain a better understanding of the predictors of adherence in renal transplant recipients. To this end, we modeled relationships among cognitive abilities, depressive symptoms, self-efficacy, and adherence in this group. METHODS:Participants (N = 211) underwent renal transplant at least one year prior to participation. Adherence was measured via self-report, medication possession ratio, and immunosuppressant blood-level. Traditionally-measured neurocognitive and everyday problem-solving abilities were assessed. Depressive symptoms were measured via self-report, as were general and medication adherence related self-efficacy. Structural equation modeling was used to assess the fit of the model to available data. RESULTS:Everyday problem solving and self-efficacy had direct positive associations with adherence. Depressive symptoms were negatively associated with self-efficacy, but not adherence. Traditionally-measured neurocognitive abilities were positively associated with self-efficacy, and negatively associated with depressive symptoms. CONCLUSIONS:We present a comprehensive investigation of relationships between cognitive and psychosocial factors and adherence in medically stable renal transplant recipients. Findings confirm the importance of everyday problem solving and self-efficacy in predicting adherence and suggest that influences of depressive symptoms and neurocognitive abilities are indirect. Findings have important implications for future development of interventions to improve medication adherence in renal transplant recipients. OBJECTIVEEstimates indicate that 20-70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection. Medication adherence is negatively impacted by lower everyday problem solving ability, and associations between depressive symptoms, self-efficacy, and adherence are reported in renal transplant recipients. Nonetheless, to date, these associations have not been examined concurrently. Given the relationship between non-adherence and organ rejection, it is critical to gain a better understanding of the predictors of adherence in renal transplant recipients. To this end, we modeled relationships among cognitive abilities, depressive symptoms, self-efficacy, and adherence in this group.METHODSParticipants (N = 211) underwent renal transplant at least one year prior to participation. Adherence was measured via self-report, medication possession ratio, and immunosuppressant blood-level. Traditionally-measured neurocognitive and everyday problem-solving abilities were assessed. Depressive symptoms were measured via self-report, as were general and medication adherence related self-efficacy. Structural equation modeling was used to assess the fit of the model to available data.RESULTSEveryday problem solving and self-efficacy had direct positive associations with adherence. Depressive symptoms were negatively associated with self-efficacy, but not adherence. Traditionally-measured neurocognitive abilities were positively associated with self-efficacy, and negatively associated with depressive symptoms.CONCLUSIONSWe present a comprehensive investigation of relationships between cognitive and psychosocial factors and adherence in medically stable renal transplant recipients. Findings confirm the importance of everyday problem solving and self-efficacy in predicting adherence and suggest that influences of depressive symptoms and neurocognitive abilities are indirect. Findings have important implications for future development of interventions to improve medication adherence in renal transplant recipients. Estimates indicate that 20-70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection. Medication adherence is negatively impacted by lower everyday problem solving ability, and associations between depressive symptoms, self-efficacy, and adherence are reported in renal transplant recipients. Nonetheless, to date, these associations have not been examined concurrently. Given the relationship between non-adherence and organ rejection, it is critical to gain a better understanding of the predictors of adherence in renal transplant recipients. To this end, we modeled relationships among cognitive abilities, depressive symptoms, self-efficacy, and adherence in this group. Participants (N = 211) underwent renal transplant at least one year prior to participation. Adherence was measured via self-report, medication possession ratio, and immunosuppressant blood-level. Traditionally-measured neurocognitive and everyday problem-solving abilities were assessed. Depressive symptoms were measured via self-report, as were general and medication adherence related self-efficacy. Structural equation modeling was used to assess the fit of the model to available data. Everyday problem solving and self-efficacy had direct positive associations with adherence. Depressive symptoms were negatively associated with self-efficacy, but not adherence. Traditionally-measured neurocognitive abilities were positively associated with self-efficacy, and negatively associated with depressive symptoms. We present a comprehensive investigation of relationships between cognitive and psychosocial factors and adherence in medically stable renal transplant recipients. Findings confirm the importance of everyday problem solving and self-efficacy in predicting adherence and suggest that influences of depressive symptoms and neurocognitive abilities are indirect. Findings have important implications for future development of interventions to improve medication adherence in renal transplant recipients. Objective Estimates indicate that 20–70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection. Medication adherence is negatively impacted by lower everyday problem solving ability, and associations between depressive symptoms, self-efficacy, and adherence are reported in renal transplant recipients. Nonetheless, to date, these associations have not been examined concurrently. Given the relationship between non-adherence and organ rejection, it is critical to gain a better understanding of the predictors of adherence in renal transplant recipients. To this end, we modeled relationships among cognitive abilities, depressive symptoms, self-efficacy, and adherence in this group. Methods Participants (N = 211) underwent renal transplant at least one year prior to participation. Adherence was measured via self-report, medication possession ratio, and immunosuppressant blood-level. Traditionally-measured neurocognitive and everyday problem-solving abilities were assessed. Depressive symptoms were measured via self-report, as were general and medication adherence related self-efficacy. Structural equation modeling was used to assess the fit of the model to available data. Results Everyday problem solving and self-efficacy had direct positive associations with adherence. Depressive symptoms were negatively associated with self-efficacy, but not adherence. Traditionally-measured neurocognitive abilities were positively associated with self-efficacy, and negatively associated with depressive symptoms. Conclusions We present a comprehensive investigation of relationships between cognitive and psychosocial factors and adherence in medically stable renal transplant recipients. Findings confirm the importance of everyday problem solving and self-efficacy in predicting adherence and suggest that influences of depressive symptoms and neurocognitive abilities are indirect. Findings have important implications for future development of interventions to improve medication adherence in renal transplant recipients. |
Audience | Academic |
Author | Loken Thornton, Wendy Paterson, Theone S E Shapiro, R Jean O'Rourke, Norm |
AuthorAffiliation | Taipei Veterans General Hospital, TAIWAN 3 University of British Columbia, Vancouver, British Columbia, Canada 2 Ben-Gurion University of the Negev, Beersheba, Israel 1 Department of Psychology, Simon Fraser University, Burnaby, British Columbia, Canada |
AuthorAffiliation_xml | – name: 2 Ben-Gurion University of the Negev, Beersheba, Israel – name: 3 University of British Columbia, Vancouver, British Columbia, Canada – name: Taipei Veterans General Hospital, TAIWAN – name: 1 Department of Psychology, Simon Fraser University, Burnaby, British Columbia, Canada |
Author_xml | – sequence: 1 givenname: Theone S E surname: Paterson fullname: Paterson, Theone S E organization: Department of Psychology, Simon Fraser University, Burnaby, British Columbia, Canada – sequence: 2 givenname: Norm surname: O'Rourke fullname: O'Rourke, Norm organization: Ben-Gurion University of the Negev, Beersheba, Israel – sequence: 3 givenname: R Jean surname: Shapiro fullname: Shapiro, R Jean organization: University of British Columbia, Vancouver, British Columbia, Canada – sequence: 4 givenname: Wendy orcidid: 0000-0003-1907-0781 surname: Loken Thornton fullname: Loken Thornton, Wendy organization: Department of Psychology, Simon Fraser University, Burnaby, British Columbia, Canada |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/30265697$$D View this record in MEDLINE/PubMed |
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References | H Ozcan (ref28) 2015; 47 D. Delis (ref55) 2001 TSE Paterson (ref25) 2011; 43 L Prihodova (ref1) 2014; 70 R MacCallum (ref69) 1996; 1 JR Chapman (ref76) 2004; 77 Y Benjamini (ref81) 1995; 57 EK Massey (ref37) 2013; 75 PM Bentler (ref67) 1990; 107 K Griva (ref12) 2012; 44 WL Thornton (ref18) 2007; 22 DJ Hain (ref14) 2008; 35 BN Axelrod (ref58) 2002; 9 JC Allaire (ref19) 2002; 17 D Zalai (ref30) 2012; 25 AS Goldfarb-Rumyantzev (ref72) 2010; 117 JP Ziegelmann (ref61) 2002; 7 K Griva (ref66) 2002; 17 JL Arbuckle (ref80) 2014 AM Troen (ref10) 2012; 22 MO Johnson (ref52) 2007; 30 A Schoenthaler (ref42) 2009; 36 PA Frazier (ref62) 1994; 8 LA Rudman (ref3) 1999; 29 CM Tucker (ref38) 2001; 26 ref45 M Lindberg (ref36) 2010; 19 J Liu (ref74) 2015; 37 C De Pasquale (ref40) 2014; 46 L Hu (ref68) 1999; 6 S Caspar (ref47) 2009; 34 ASA Andrade (ref16) 2013; 62 G Chen (ref51) 2001; 4 S De Geest (ref77) 1996; 18 H Kasahara (ref27) 2006; 6 S Gelb (ref9) 2008; 23 AE Thornton (ref21) 2010; 32 K Stewart (ref75) 2014; 36 JA Butler (ref2) 2004; 77 MA Chisholm-Burns (ref4) 2013; 52 J Gonzalez (ref63) 2013; 36 N O’Rourke (ref49) 2013 SE Yount (ref29) 1998; 5 CA Scherbaum (ref44) 2006; 66 C Annema (ref65) 2013; 36 JH McDonald (ref82) 2014 ref79 CY Cheng (ref13) 2012; 44 ref34 C Hertzog (ref48) 1990; 2 ref39 N O’Rourke (ref24) 2004; 64 HS Oh (ref35) 2013; 69 S Palmer (ref23) 2013; 84 B Yochim (ref56) 2007; 13 L Chamelian (ref26) 2006; 18 M Sherer (ref32) 1982; 51 A Bandura (ref31) 2001; 52 S Fernandez (ref33) 2008; 31 M Jerusalem (ref50) 1992 MA Dew (ref70) 2007; 83 LS Radloff (ref46) 1977; 1 SE Yeung (ref60) 2011; 18 TR Barclay (ref15) 2007; 26 AA Pereira (ref11) 2005; 45 LC Weng (ref41) 2008; 17 P Tiwari (ref78) 2007; 39 F Dobbels (ref64) 2010; 90 ref22 WL Thornton (ref59) 2013; 37 B Vrijens (ref43) 2012; 73 DC Delis (ref54) 2000 AS Kaufman (ref53) 2004 K Denhaerynck (ref6) 2005; 18 M Chisholm-Burns (ref5) 2012; 26 WL Thornton (ref8) 2007; 13 P Fiorina (ref7) 2012; 35 WJL Thornton (ref83) 2005; 20 AL Jefferson (ref57) 2006; 21 K Denhaerynck (ref71) 2014; 5 SR Gelb (ref20) 2010; 24 JC Allaire (ref17) 1999; 14 F Dobbels (ref73) 2010; 14 |
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Snippet | Estimates indicate that 20-70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection. Medication... Objective Estimates indicate that 20-70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection.... Objective Estimates indicate that 20–70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection.... OBJECTIVEEstimates indicate that 20-70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection.... OBJECTIVE:Estimates indicate that 20-70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection.... Objective Estimates indicate that 20–70% of renal transplant recipients are medication non-adherent, significantly increasing the risk of organ rejection.... |
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SubjectTerms | Adhesion Adults Analysis Behavior Biology and Life Sciences Chronic illnesses Cognition Cognition & reasoning Cognitive ability Depression - physiopathology Depression - psychology Drugs Effectiveness Female Graft rejection Hemodialysis Humans Kidney diseases Kidney Transplantation Male Mathematical models Medication adherence Medication Adherence - psychology Medicine and Health Sciences Memory Mental depression Middle Aged Mortality Organ transplant recipients Patient compliance Problem solving Psychological aspects Quality of life Rejection Transplants & implants |
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Title | Medication adherence in renal transplant recipients: A latent variable model of psychosocial and neurocognitive predictors |
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