The E-Business Model incorporates to the proven standard model a satisfaction driver to the home page of websites. Our reliable and precise customer experience measurement model delivers accuracy by assessing whether the experiences intended is meeting your customers’ needs and expectations. Utilizing the weighted outcome of various separate questions about, content, functionality, navigation and design the model can distinguish between perceived experience and actual customer evaluation to help each organization determine what it should do to improve the customer experience and where it should prioritize investments towards the correct priority variables.

E-Business Model

The Customer Satisfaction index of Puerto Rico is a powerful multi-equation econometric system derived from ACSI model developed at the University of Michigan’s Ross School of Business. The CSIPR standard model is proprietary patented cause–and-effect equation with variables that exemplified  the drivers of satisfaction on the left side (Customer Expectation, perceived quality , and perceived value) , satisfaction (CSIPR) in the center, and outcome of satisfaction on the right side ( customer complaints and customer loyalty), incorporating customer retention and price tolerance to maximize the capability to measure satisfaction precisely and accurately, and in a way that is operational , to predict future financial performance with an increase in satisfaction. 

The Index is constructed  by  multi-variable aggregates each creating a latent variable composed of several questions  that are weighted in the model. The questionarie measure what affects satisfaction  as well as the effects of satisfaction. The scores are reported on a 0 to 100 value scale. The standard model methodology quantifies the strength of each variable relationship on the left to those were the arrow points on the right. These arrows are defined as “impacts.” The model is self-weighting to use the full advantage of scientific rigor to explain customer satisfaction CSIPR on customer loyalty and therefore retention. An examination of the latente variables and impacts directions , users can determine what drivers of satisfaction , if improved,  effects most on customer loyalty.


​​Quality & Satisfaction Research Institute

 Driving  Product & Service Excellence