The present invention relates to use of a composition comprising a panduratin derivative or a boesenbergia pandurata extract as an effective ingredient, which suppresses the differentiation of osteoclasts to exhibit the effect of treating, preventing or ameliorating bone loss diseases and which can be used safely as a natural material without side effects, thus finding effective applications in drugs, quasi-drugs, or foods.