You might search on "blue-light hazard" and "high-energy visible light" (or HEV). On Google Scholar I got 305 hits for the former, 156 for the latter, filtering for no patents, no citations, and only since 2010.
Since I was recently diagnosed with age-related macular degeneration, I have a personal interest in this subject. Macular degeneration is one of the leading causes of blindness. The early-onset variety is genetic. The age-related sort, which is far more common, is of unknown origin. They do, however, have some ideas about what might be contributing factors.
The difference between ionizing and non-ionizing radiation is not always an all-or-nothing proposition. Sometimes it depends on the substance. Then there things like the photoelectric effect (solar cells) and photochemical effects (photographic film) that fall into some sort of middle ground. The hazards of light to the human eye usually fall into two categories: thermal and photochemical. It's rare for someone to have an eye injury caused by thermal effects, but photochemical is common. Photochemical hazard can be caused not only by UV, but also by HEV (high-energy visible, or violet and blue).
The macula is defined as that part of the retina that has at least two layers of ganglia (bundles of nerves and neurons). The macula is partly protected by yellow pigments that block out HEV, while the lens blocks out most UV. As people get older their macular pigment density declines. This is thought to be a possible contributing factor to macular degeneration.
One reason the evidence is largely circumstantial is because, until recently, measuring macular pigment density was expensive and time-consuming. The now have portable devices that can do it almost instantly. As a result, they are starting to do studies involving hundreds of thousands, or even millions of people. However, these kinds of studies can take years, or even decades.
Blue light at around 460 nm is also thought to be a possible triggering mechanism for migraines. (The macular ganglia also work as photoreceptors, with peak sensitivity at 460 nm.) Instead of buying expensive glasses, I just went to Walgreens and got a pair of sunglasses that slip over my regular glasses. The doctor tested them, so I have a printout showing how they block UV and a very large percent of HEV. (Ideally it should really be 99 to 99.9%)