the proper way to determine adjustments is to extract them from the market for each appraisal.
But "the market" is not 3 sales...Basing a time adjustment on those is nonsensical.
And the range of values are an issue. So you need to be confident in your market segments. I have rural homes, rural farms, vacant land, vacant lots, small tract new houses, small tract 5-15 years old and older homes. I also have to treat the luxury and lakeside markets separately (which they are pretty much the same market.) Buyers there are generally retirees and second home purchases from out of the area buyers.
Then I will look at the market for the previous year in each segment and see if a discernible trend exists. Sometimes I have enough data to make a month by month adjustment but otherwise, a quarterly adjustment is usually possible except the large vacant and rural farms. There are simply too few sales to make such an assessment.
The truest of the true is new construction and vacant lots ready to develop. I trust those numbers much more.
Over the past several years, market conditions has the predominant and most important element of comparison to get right.
I see the impact but market conditions can be misleading. No one made a 10% a month adjustment yet in the 2010-13 period I saw plenty of REOs sold, then flipped for huge profits and virtually no investment. So the chicken and egg problem was did the REO really become "market value" when first sold (if not, then it should never be used as a comp); or, was it "market value" when flipped? When looking at the big picture, prices increased far more modestly. The REOs were noise in the background, arbitraged sales of low priced REOs who were 'worth' far more but were being dumped onto a glutted market by banks who were told to clean up their balance sheets by the regulators.
without additional market data
Statistically, 3 sales are inadequate to define anything let alone a time adjustment. And the very range of prices within the subgroup being examined for comps will create a limitation upon accuracy. And, of course, the price range matters.
show if the adjustments applied make sense or not.
Exactly. When a time adjustment widens the spread between comps, then something is not right.