논문 상세보기

Analysis and Estimation for Market Share of Biologics based on Google Trends Big Data KCI 등재

구글 트렌드 빅데이터를 통한 바이오의약품의 시장 점유율 분석과 추정

  • 언어KOR
  • URLhttps://db.koreascholar.com/Article/Detail/394790
구독 기관 인증 시 무료 이용이 가능합니다. 4,200원
한국산업경영시스템학회지 (Journal of Society of Korea Industrial and Systems Engineering)
한국산업경영시스템학회 (Society of Korea Industrial and Systems Engineering)
초록

Google Trends is a useful tool not only for setting search periods, but also for providing search volume to specific countries, regions, and cities. Extant research showed that the big data from Google Trends could be used for an on-line market analysis of opinion sensitive products instead of an on-site survey. This study investigated the market share of tumor necrosis factor-alpha (TNF-α) inhibitor, which is in a great demand pharmaceutical product, based on big data analysis provided by Google Trends. In this case study, the consumer interest data from Google Trends were compared to the actual product sales of Top 3 TNF-α inhibitors (Enbrel, Remicade, and Humira). A correlation analysis and relative gap were analyzed by statistical analysis between sales-based market share and interest-based market share. Besides, in the country-specific analysis, three major countries (USA, Germany, and France) were selected for market share analysis for Top 3 TNF-α inhibitors. As a result, significant correlation and similarity were identified by data analysis. In the case of Remicade’s biosimilars, the consumer interest in two biosimilar products (Inflectra and Renflexis) increased after the FDA approval. The analytical data showed that Google Trends is a powerful tool for market share estimation for biosimilars. This study is the first investigation in market share analysis for pharmaceutical products using Google Trends big data, and it shows that global and regional market share analysis and estimation are applicable for the interest-sensitive products.

목차
1. 서 론
2. 이론적 배경 및 방법
    2.1 기존의 연구
    2.2 연구 방법
3. 연구 결과
    3.1 바이오의약품의 시장 점유율 분석
    3.2 글로벌 시장의 주요 3국 시장 점유율 분석
    3.3 바이오시밀러 제품의 시장 점유율 추정
4. 결론 및 시사점
References
저자
  • Ki Tae Bong(성균관대학교 기술경영전문대학원) | 봉기태
  • Heesang Lee(성균관대학교 기술경영전문대학원) | 이희상 Corresponding Author