As some of the quantitative metrics improve, many of the metrics (particularly of qualitative nature) degrade. Think ecosystems, our usage of resources, quality of life for the average person, etc.
> There are many other indications (such as infant death ratio) supporting this.
This is one of the many metrics that matter; much more than the percentage of people making > $1.90/day.