← ResearchDevon Bath

Do small fish really pay a cost?

My undergrad research on young cod rested on a rule most fish ecologists take for granted: bigger juveniles survive better. For my third paper, I set out to test whether that rule actually holds across species.

Co-authored with Dr. Levi Newediuk. Published in the Canadian Journal of Fisheries and Aquatic Sciences, 2026.

Why I asked

In my honours work, size kept coming up as the thing that decides which young fish make it. If that's true everywhere, size is a cheap, useful way to judge how a wild population is doing. If it isn't, a lot of thinking leans on a shaky assumption. Nobody had pulled the evidence together to check.

What I did

  1. Designed the procedure

    Set the rules for what counted as evidence before looking at any results.

  2. Searched the literature

    Built searches to find every study that measured size and survival in young fish.

  3. Screened it down

    Read and filtered 829 studies down to the 10 that met the bar.

  4. Pulled the numbers by hand

    Went through each paper to build one dataset: 76 effect sizes covering 16,264 fish.

  5. Built the models

    Designed the Bayesian models that combine results across very different studies.

  6. Wrote all the code

    Every calculation and every figure, from raw numbers to final plots.

  7. Wrote the first draft

    Paired the analysis with a perspective on why bigger often isn't better. Published in CJFAS in 2026, with me as first and corresponding author.

What I found

Being bigger gave young fish only a small, uncertain survival edge.

Every study leaned slightly toward bigger fish surviving better, but only one showed a clear effect.

Overalla small edge for bigger fish

The 10 studies

  1. Macpherson and Raventos 2005
  2. Honda et al. 2020
  3. Raventos and Macpherson 2005
  4. Post and Prankevicius 1987
  5. Johnston et al. 2005
  6. Samhouri et al. 2009
  7. Claiborne et al. 2011
  8. Takasuka et al. 2016
  9. Takasuka et al. 2004
  10. Good et al. 2001

All 10 studies lean toward bigger fish surviving better…

…but almost every one overlaps no difference.

Each dot is a study’s best estimate, and its line is the range the true effect likely falls in. “Overall” combines all 76 results from the 10 studies.

Why it varies

In the paper I set out why bigger isn’t always better. Here are a few of the reasons.

In the paper: .

These are sketches of the ideas, not the paper's data. The predators are species from Newman Sound, Newfoundland, the same ones in my Eelgrass game.