The phrase "as indicated by changes" is correct and usable in written English.
It can be used when referring to evidence or signs of alterations or modifications in a particular context.
Example: "The project's success can be measured as indicated by changes in the team's productivity metrics over the last quarter."
Alternatives: "as shown by changes" or "as evidenced by changes".
There is a change in reaction mechanism below pH 5, as indicated by changes in RH/ ratio.
Here we build on but go beyond such work to show that mere onset of a salient sound can phase-lock human visual alpha phase, realigning periodic sampling with direct consequences for human perception, as indicated by changes in phosphene perception.
Akinrotimi et al. (2012) assessed the most toxic level of cypermethrin as 0.25 mg/L in their experiment on Clarias Gariepinus and suggested that exposure to cypermethrin could cause some level of stress as indicated by changes in the hematological indices of the fish under consideration.
Such a result is often considered a typical feature of the random regression model [ 21, 22]; but it is most likely an indication that all sources of variation have not been adequately modelled, as indicated by changes when error variances were fitted with varying level of complexity [ 15, 23].
Study of a sequence of spore- or pollen-bearing beds may reveal successive climatic changes, as indicated by changes in types of spores and pollen derived from different vegetative complexes.
They found that the distribution of nutrients is influenced by tidal cycle as indicated by changes in tidal height.
To examine whether longitudinal changes in relative weight category (as indicated by change in body mass index [BMI] classification group) were associated with changes in nuclear magnetic resonance (NMR −derived lipoprotein particles among US youth.
Although the response to acute stress induced by the great earthquake was likely to be settled within 7 months after the disaster, as indicated by change in the IES-R score, depression-related symptoms have been increasing for more than 1 year after the disaster despite exclusion of patients with major depression at baseline.
With regard to the proportion of responders as indicated by change in NDI score, there was no significant difference between groups (P=0.23) in the proportion of responders at 3 months (40% NSE, 43% NSEB, 21% PPA), however, at 6 months the difference was significant (P=0.02) between groups (28% NSE, 54% NSEB, and 21% PPA) (Fig. 3).
Different types of bioactive compounds present in PTVO might have donated an extra electron to neutralize the effects of the DPPH free radical as indicated by the change in color of the reaction medium from dark purple to yellow [45].
Not only did the percent of children taking medication change but also the quantity of medication being consumed, as indicated by the changes in medication index.
