Sampling bias can arise from several sources: - Selection Bias: This occurs when researchers choose catalysts based on convenience or availability rather than representativeness. - Measurement Bias: This bias happens when certain catalytic properties are measured more frequently or accurately than others. - Publication Bias: Positive or significant results are more likely to be published, leading to an overrepresentation of successful catalytic experiments.