In 2018, Health Dialog launched a program focused on increasing medication adherence across a large Medicare Part D population. Machine-learning AI analytics (which incorporated prescription claims, condition information, social determinants of health, and other available data sets) were used to stratify the population. In addition, telephonic coaching was used to identify barriers to adherence and establish a personalized care plan to support intrinsic motivation and help patients overcome these barriers. This case study discusses the results of the program in its first nine months.
Home » Medication Adherence » The Impact of Predictive Analytics & Personalized Coaching on Medication Adherence
Error - something went wrong!
Other content in this Stream
Analytics Innovations that Improve Medication Adherence
Learn how to improve your medication adherence strategy with help from our analytics exports. Identifying the right patients with AI machine-learning and predictive analytics are a solid foundation.
Medication Non-Adherence: What Consumers Really Think
The Roadmap to Medication Adherence: Six Critical Steps That Drive Adherence
Overcoming Barriers to Medication Adherence: Helping Patients Manage Issues with Providers
This is the fourth installation of our “Overcoming Barriers to Medication Adherence” blog series. Read our introductory blog post to learn the common...
How to Increase Medication Adherence: Critical Elements of a Patient Engagement Program
Listen as our experts discuss three real patient case studies over viewing the very real struggles with medication adherence. Learn how to incorporate critical elements to build an adherence program t
Overcoming Barriers to Medication Adherence: Helping Patients with Knowledge-Based Gaps
This is the third installation of our “Overcoming Barriers to Medication Adherence” blog series. Read our introductory blog post to learn the common...
The Medication Adherence Challenge
Dr. Goldbach, Health Dialog's Chief Medical Officer, discusses the medication adherence challenge and the critical elements necessary for an effective patient adherence program.
Overcoming Barriers to Medication Adherence: Helping Patients with Time Management
This is the second installation of our “Overcoming Barriers to Medication Adherence” blog series. Read our introductory blog post to learn the common...
Improving Medication Adherence
What Are The Top Barriers to Medication Adherence?
Today, 82% of adults in the U.S. regularly take at least one medication, while 29% take five or more. Unfortunately, many aren’t taking them as...
5 Common Questions About Medication Adherence
Today, medication non-adherence is one of the biggest drivers of poor medical outcomes and rising healthcare costs. While it may seem like a simple task to...
AMCP 2018 Nexus: Improving Medication Adherence Through Personalized Interventions
At Health Dialog, we’re always excited to participate in forward-looking events, meet leaders across the healthcare industry, and discuss strategies...
The Top 5 Barriers to Medication Adherence
A lack of medication adherence can lead to poor clinical outcomes, higher hospital admissions and rising spend for your organization. On top of that, CMS Star point rates are also increasing year afte
Medication Adherence: A Multifaceted Challenge
Webinar Preview: Tackling the Top 5 Barriers for Medication Adherence
It may sound like a simple task to take medications on time and as directed. However, medication non-adherence is more common than you may expect. Today,...
Improving Medication Adherence
Today, 82 percent of adults in the United States regularly take at least one medication, while 29 percent take five or more. Unfortunately, many aren’t...
Reducing Cardiovascular Risk through Personalized Engagement
Today, more than 84 million people in the United States suffer from cardiovascular disease, accounting for one out of every three deaths in the country. As...
Medication Adherence - Overview