The actual numbers are terrible: for every 100 homicides, 61 percent are cleared, and then 70 percent of those—43 cases—lead to conviction. And this assumes that the correct person is convicted. According to some estimates, four percent of inmates on death row are innocent. Wrongful conviction rates are assumed to be higher for lesser crimes since officials are less rigorous in establishing guilt when capital punishment is not on the table. https://fee.org/articles/most-violent-crimes-in-the-us-go-un...
Also, “this study did not include cases of missing persons where no body was found. In all four countries, such cases are usually labelled as a disappeared person, even if the police strongly suspect a homicide. Following other studies (Sturup et al., 2015), because of the unknown nature of these cases (including potential suicides or voluntary disappearances), these cases have not been included in the study. This may have resulted in a general under-count of the total number of homicides, including an under-count of unsolved homicides.”
While this is true, they are two different scenarios.
Clearance rate is generally low. However, if you have a serial killer thsy gains public attention they will dedicate order of magnitude more resources to that case. Frankly, a lot of murders don't even make the news, and many of those don't get very much in the way of resources from police. Then we have the circumstances around each murder. In some places, the people in the neighborhood don't want to get involved and talk. It's also more likely that you leave more evidence if you're committing additonal crimes.
So I agree with both of you - clearance rate is falling and it's less likely to have publicly known serial killers go unsolved.
https://www.sfchronicle.com/crime/article/Oakland-Chinese-Ch...
Plus, some of the cleared murders in the past were simply blamed on innocent black men by a racist system. Look at the Innocence Project for examples. We still have a problem with all that, but surely it’s not as bad as it was in the 1970s.
Another contributing factor is that so much forensics and police resources are wasted on victimless drug crimes. It’s an lot easier to bust a corner boy selling drugs than to track down a murderer.