Paths to Health and Illness: Implicit Structure Underlying Health Predispositions and Behavior

August 20th, 2009

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A key focus of the PATH Type Questionnaire is to identify implicit structure within adults that both motivate and guide health related behavior across a broad range of issues. This implicit structure within adults takes the shape of nine basic forms which the PATH Type Questionnaire is designed to detect and describe at the individual level. These PATH Types are psycho-behavioral, person-centered constructs that lie beneath the awareness of the individuals who possess them. The PATH Types are developmental in that they start to form in early adolescence and approach near full development at or around the late 20s or early 30s.

The graph is a picture of PATH Type 3 levels across the PATH Type Questionnaire. The adults who share this PATH Type not only behave the same way across many health issues, but also tend to share similar demographic and health outcomes. As I describe some of these similarities, keep in mind that no demographic, socioeconomic, life stage, or health state questions are part of the PATH Type Questionnaire, yet these patterns predictably follow them. Adults who share PATH Type 3:

  • Make up about 21% of all adults in the United States
  • Are about equally male and female
  • Show up across pretty much all age groups
  • Tend to cluster in the lower household income levels, though there are some who are very well off
  • Their behavioral patterns tend to mediate and lessen the impacts of allostatic load
  • They also show lower prevalence in graduate school programs
  • They have a high propensity to avoid health care
  • Tend to be more motivated by health care cost issues than other types
  • They are not particularly family health focused
  • Or exercise focused
  • But do show interest in health and health care information
  • They suffer from the average number of health risk factors
  • But, show lower levels of diagnosed diseases
  • And lower levels of medical claims for doctors, medications, and hospitals
  • Their lower levels of medication adherence are generally motivated by cost concerns.

In terms of the contribution to total U.S. health care spending, this PATH Type is more of an asset than a liability because of lower rates of disease and their lower levels of demand for health care services. Studies conducted among the elderly show that senior adults who emulate PATH Type 3 still have decent health, and are an important group of individuals because of their suppressive impact on medical spending.

Implicit patient distrust in health care provider competence can nearly double medication non-adherence

August 19th, 2009

drug-capsule1On August 11, 2009, the New England Healthcare Institute (NEHI) published an article asserting that nonadherence to medications increases U.S. health care costs by $290 billion per year (NEHI, 2005). The article also states that “one third to one half of all patients do not take their medications properly.” These proportional levels are also supported by statistics available to the PATH Institute Corporation.

PATH Type Questionnaire and Healthcare Provider Distrust

The PATH Institute has recognized the adverse impacts of health care consumer and patient distrust on adherence since 2005. The PATH Type Questionnaire assesses adult patient distrust through questions which measure perceptions of health care provider competence. The integration of the PATH Type Questionnaire into patient satisfaction measurement at hospitals such as Stanford University Hospital and Vanderbilt Medical Center, and statewide Blue Cross Blue Shield health plans has consistently linked lower levels of satisfaction with the PATH Type Questionnaire measures indicating high patient distrust in health care providers.

Healthcare Provider Distrust and Medication Adherence

The 2005 study sponsored by Medical Marketing & Media magazine (MM&M, 2005) and conducted by MRx Health was the first study where patient distrust could be specifically linked to indicators of medication adherence. In the study of 546 adults, Question 9 asked:  Have you ever stopped taking medications without talking to your doctor? Thirty-eight percent (38%) of adults said “yes”. This is in the ball park reported by the NEHI study. In the MM&M study sample which included responses to the PATH Type Questionnaire, 17% reported somewhat high distrust and 7% reported very high distrust in health care providers, totaling nearly a quarter of respondents. These distrust percentages are a little high compared to national estimates from the PATH Type Normative sample of 51,522 adults 18+ to 85 and over, which places the percentage of adults with medical provider distrust at about 16% (95CL + or - 0.3%).

What is the impact of patient distrust on medication adherence?

A cross-tabulation analysis of the association between the medication adherence indicator and the PATH Type Questionnaire items assessing provider distrust revealed that patient distrust has a highly significant and meaningful association with patient medication adherence, Chi Square (4, N = 546) = 24.6, p < .0001, Cramer’s V = .22. This last statistic indicates that patient medication adherence is firmly linked to patient distrust. Examination of the data revealed that at somewhat high distrust levels “yes” responses to the non-adherence question increased to 43.5%; at the very high distrust levels the rate of “yes” responses to the non-adherence question increased to 71.8%. This percentage is nearly twice the size of the original 38% who indicated nonadherence. These outcomes lend strong support to the positive relationship between medication nonadherence and implicit patient distrust of health care providers.

Patient Implicit Distrust in Health Providers and Medication Claims

The impact of healthcare provider distrust is also seen in median medication claims. A study with a statewide Blue Cross Blue Shield plan linked three years of pharmacy claims to response levels on PATH Type Questionnaire items. On the items measuring member distrust in health care providers those with high trust generated median Rx claims of about $400 per person per year, while those with high distrust generated median Rx claims of about $200 per person per year, Chi Square (4, N = 8,176) = 20.5, p < .0001, Cramer’s V = .025.

Implications

Current levels of implicit distrust in medical providers needs to be addressed along with other efforts to reduce medication non-adherence. This suggests that medical providers need access to efficient measures of patient predispositions like the PATH Type Questionnaire to effectively identify health care provider distrust levels among patients. This will allow them to improve identification of those patients with the distrust risk-factor to non-adherence. Armed with this information, health psychological interventions can be applied and tailored to patients to mediate and lower the impacts of health care provider distrust on medication adherence, which in turn will lower the billions of dollars lost to medication non-adherence.

References

Medical Marketing & Media [MM&M] (2005, June). How Will Patients Behave? A study of consumer preferences for seeking and using information. http://www.mmm-online.com/

New England Healthcare Institute [NEHI] (2005). NEHI Research Shows Patient Medication Nonadherence Costs Health Care System $290 Billion Annually. Cambridge, MA: NEHI. http://www.nehi.net/news/press_releases/110/nehi_research_shows_patient_medication_nonadherence_costs_health_care_system_290_billion_annually.

About the PATH Type Questionnaire

The PATH Type Questionnaire is a 20 item, 4 minutes behavioral assessment that measures schematic and aschematic behaviors and predispositions across numerous dimensions of health and health care including health information seeking, medical provider distrust, attention to family health, proactive health behavior, behavior around health care costs and quality, levels of vigorous exercise, attention to nutrition, use of alternative complimentary care, attention to health care advertising, and health care seeking. The PATH Type Questionnaire is appropriate for adults 18+ to 85 years and older living within the United States, including those who speak Spanish. The PATH Type Questionnaire can assess health behavior at the linear variable level, and at the nonlinear, person-centered, level through identification PATH Types which are constructs describing intra-personal implicit cognitive structure motivating health care behavior and perception.

There Will Be A Wave of Demand

July 29th, 2009

If health care reform is passed and there is a public option, PATH Type trends indicate there is likely to be a swell of demand coming from two PATH Types (4 and 7). This increased health care spending will address higher levels of health frailty and pent up levels of medical care seeking.