The mechanism responsible for the FLASH effect, normal tissue sparing by ultra-high dose rate (UHDR) irradiation with isoeffective tumor control compared to conventional dose rate (CDR) irradiation, remains undetermined. Here we investigate the contribution of interspur interactions (interactions between radiolytic species of individual particle tracks) to overall radiochemical interactions as a function of irradiation parameters, and suggest an increase in interspur interaction as a potential mechanism for tissue sparing in FLASH radiation therapy. We construct a model that analytically represents the spatiotemporal distribution of spurs in a target volume as a function of irradiation parameters (e.g. dose, dose rate, linear energy transfer), and quantifies the effect of interspur interactions on the ongoing radiochemistry. Spurs evolve under a simplified reaction-diffusion equation with parameters based on Monte Carlo simulations, and interspur interaction is quantified by calculating the expected values of interspur overlap in the target.The model demonstrates that for any set of irradiation parameters, a minimum critical dose and dose rate are necessary to induce significant interspur interaction, and that interspur interactions correlate negatively with beam linear energy transfer at a fixed dose. The model suggests optimal beam parameters, including dose, dose rate, linear energy transfer, and pulse structure, to maximize interspur interactions. Depending on the rate of radical scavenging in the target, which limits interspur interaction, this model predicts that the irradiation parameters necessary to elicit the FLASH effect may coincide with an onset of significant interspur interactions, suggesting that interspur interaction may be the underlying mechanism of the FLASH effect.