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The pattern and impact of scientific collaborations depends on a country’s or region’s development stage. Prior to promoting scientific collaborations, it is crucial to understand what types of collaboration are more beneficial. By taking the stage of regional scientific development into consideration, this paper investigates the effect of various collaborations on regional scientific output. Our...