“…The reliability and generalizability of research aiming to clarify the outcomes of aquaculture on poverty have often been compromised because they are based on case studies and/or limited in geographical scope, and are designed with variable degrees of methodological rigour (Béne et al., ). With limited exceptions (Belton & Azad, ; Belton et al., ; Hallman, Lewis & Begum,; Irz, Stevenson, Tanoy, Villarante & Morissens, ), studies that relate aquaculture to poverty alleviation do not explicitly categorize households according to their poverty status, limiting their analytical precision, while the majority of the longitudinal analyses (Hallman et al., ; Rand & Tarp, ; Thompson, Firoz Khan & Sultana, ) compare data from two time periods only, and thereby fail to capture the nuances of seasonality. A major omission has been the assumption that ponds are managed to produce only fish, rather than having become crucial to on‐farm irrigation of vegetables and fruits in Bangladesh (Pant, Barman, Murshed‐E‐Jahan, Belton & Beveridge, ).…”