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. 2026 Aug 11;19:330. doi: 10.1186/s13071-026-07567-y

Table 1 .

Characteristics of population-based and individual-based approaches

Approach
Population based Individual based
Lifetime fitness Only possible for semelparous species Iteroparous and semelparous species
Age Often impossible or poorly accurate. Where possible, estimated indirectly from biomarkers Directly estimated in all cases
Social network Not possible Measurable
Resource distribution and allocation Partially possible if different genotypes can be associated to different allocation strategies Measurable
Phenotypic plasticity Changes in population means and variances. Individual plasticity not measurable (often lower than the population range) Changes in population and individual means and variances
Repeatability Only for population averages Measurable
Interstage effects Population level effects. Prone to ecological fallacy Measurable
Intergenerational effects Population level effects. Prone to ecological fallacy Measurable
Behaviour General patterns. Prone to ecological fallacy Animal personalities and behavioural syndromes
Physiology General patterns. Prone to ecological fallacy Within-individual dynamics
Cost and workload Relatively low High
Versatility Low High

Comparison of measurable traits and effects between population-based and individual-based approaches on parasite-related research