The Voice Research Company

More Than Words

Language is revealing and personal. Word choices and intonation patterns in speech encode emotional and attitudinal signals that can explain and predict behaviors.

Novel Voice Research Methodology

inVibe has unlocked the combined power of machine learning algorithms and human expert analysis for healthcare. Our approach is truly giving research a voice.

Voice study plan and design
Fielding via inVibe’s automated Voice-Interview Platform
Machine processing with human analysis
Emotional, strategic, and actionable outputs
Sociolinguistic Analysis
Speech Emotion Recognition
Actionable Insights
Language Choices in Action

Sociolinguistic Analysis

inVibe uses principles of sociolinguistics to help clients hear beyond the words. inVibe language experts identify language patterns that are indicators of beliefs, feelings, and perspectives. These patterns signal how people see and interact with the world around them.

Going Deeper with Acoustic Analysis of Voice

Speech Emotion Recognition

inVibe’s Speech Emotion Recognition (SER) algorithm tracks shifts in the voice, measuring physiological changes prompted by stimuli and reactions. inVibe translates these acoustic signals to quantify the underlying emotions encoded in speech.

Decode, Translate, and Report

Actionable Insights

Leveraging powerful speech emotion technology and validated linguistic frameworks, inVibe’s language experts identify patterns that reveal the ‘why’ behind the what.


Speaking RA: Rheumatoid Arthritis Patient Lexicon Guide

In this whitepaper, you’ll see how patients in various stages of their therapeutic journey communicate experiences differently and why understanding those language patterns is crucial to addressing their needs.

Explore the following topics:

  • Disconnects between what patients experience and what they share with their physicians
  • The natural lexicon of "bad days" and "good days" in RA
  • How the language of RA changes over the patient's journey
Download Whitepaper ->

US Hospital Pharmacists' Current Perceptions and Utilization of Biosimilar Products and their Corresponding Innovator Brands

More than physicians, nurses, or payers, hospital pharmacists are closest to issues related to biosimilars and can provide a broad perspective on this subject. In February 2018, inVibe fielded an open-ended, eight-question survey to Hospital Pharmacy Directors and Associate Directors responsible for making formulary recommendations, including purchasing, acquiring, and dispensing biosimilars.

The study objective was to understand how hospital pharmacists currently perceive and utilize biosimilars in comparison to the originators’ corresponding biological products.

Oncologists’ Current Perceptions and Utilization of Biomarker Testing for Newly-Diagnosed Non-Small Cell Lung Cancer Patients

With the possible exception of breast cancer, biomarker testing is more established in non-small cell lung cancer (NSCLC) than in other oncology indications. If you believe that NSCLC biomarker testing is fully standardized, you would be wrong. Our survey respondents taught us that we are only at the end of the beginning of standardization of NSCLC biomarker testing.

Explore the following topics:

  • Biomarkers mentioned in the study: ALK, BRAF, EGFR, HER2, KRAS, PD-L1, ROS1, T790M, and next generation sequencing
  • NSCLC treatments mentioned in the study: afatinib (Gilotrif), atezolizumab (Tecentriq), chemotherapy, crizotinib (Xalkori), dabrafnib (Tafinlar), erlotinib (Tarceva), gefitinib (Iressa), nivolumab (Opdivo), osimertinib (Tagrisso), pembrolizumab (Keytruda), pemetrexed (Alimta), trametinib (Mekinst)
  • Current challenges and suggested improvements in NSCLC biomarker testing

Taking Back Qualitative Market Research: Measuring the Value of Voice in Market Research

"Rheumatoid Arthritis Patient Lexicon Guide"

This free whitepaper demonstrates how new technologies have reduced the barriers to gathering rich qualitative insights, and why this is important to decision-makers.

Explore the following topics:

  • Comparison of prevailing research methodologies
  • Keys to establishing data quality for qualitative research
  • Consequences of the increasing reliance on web surveys
  • Ways to maximize participant response
  • How technology can disrupt the qualitative research process
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