Concerns have been raised in multiple scientific fields in recent years about the reproducibility of published results. Systematic efforts to examine this issue have been undertaken in biomedicine and psychology, but less is known about this important issue in the materials-oriented research that underpins much of modern chemical engineering. Here, we relate a dramatic historical episode from our own institution to illustrate the implications of performing reproducible research and describe two case studies based on literature analysis to provide concrete information on the reproducibility of modern materials-oriented research. The two case studies deal with the properties of metal-organic frameworks (MOFs), a class of materials that have generated tens of thousands of papers. We do not claim that research on MOFs is less (or more) reproducible than other subfields; rather, we argue that the characteristics of this subfield are common to many areas of materials-oriented research. We conclude with specific recommendations for action by individual researchers, journal editors, publishers, and research communities.
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City Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R ChinaCity Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R China
He, Jun
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Yang, Chen
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City Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R ChinaCity Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R China
Yang, Chen
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Xu, Zhengtao
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City Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R ChinaCity Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R China
Xu, Zhengtao
;
Zeller, Matthias
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机构:
Youngstown State Univ, Dept Chem, Youngstown, OH 44555 USACity Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R China
Zeller, Matthias
;
Hunter, Allen D.
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机构:
Youngstown State Univ, Dept Chem, Youngstown, OH 44555 USACity Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R China
Hunter, Allen D.
;
Lin, Jianhua
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机构:
Peking Univ, Beijing Natl Lab Mol Sci, State Key Lab Rare Earth Mat Chem & Applicat, Coll Chem & Mol Engn, Beijing 100871, Peoples R ChinaCity Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R China
机构:
Nankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Nankai Univ, TKL Met & Mol Based Mat Chem, Tianjin 300071, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Hu, Bo-Wen
;
Zhao, Jiong-Peng
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机构:
Nankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Nankai Univ, TKL Met & Mol Based Mat Chem, Tianjin 300071, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Zhao, Jiong-Peng
;
Tao, Jun
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Xiamen Univ, State Key Lab Phys Chem Solid Surfaces, Xiamen 361005, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Tao, Jun
;
Sun, Xiao-Jun
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机构:
Xiamen Univ, State Key Lab Phys Chem Solid Surfaces, Xiamen 361005, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Sun, Xiao-Jun
;
Yang, Qian
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Nankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Nankai Univ, TKL Met & Mol Based Mat Chem, Tianjin 300071, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Yang, Qian
;
Zhang, Xiao-Feng
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Nankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Nankai Univ, TKL Met & Mol Based Mat Chem, Tianjin 300071, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Zhang, Xiao-Feng
;
Bu, Xian-He
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h-index: 0
机构:
Nankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Nankai Univ, TKL Met & Mol Based Mat Chem, Tianjin 300071, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
机构:
Stanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Div Epidemiol, Stanford, CA 94305 USA
Stanford Univ, Dept Stat, Sch Humanities & Sci, Stanford, CA 94305 USA
Stanford Univ, Meta Res Innovat Ctr Stanford METRICS, Stanford, CA 94305 USAStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Ioannidis, John P. A.
;
Greenland, Sander
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机构:
Univ Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90024 USA
Univ Calif Los Angeles, Sch Publ Hlth, Dept Stat, Los Angeles, CA 90024 USAStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Greenland, Sander
;
Hlatky, Mark A.
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Stanford Univ, Sch Med, Dept Med, Div Cardiovasc Med, Stanford, CA 94305 USA
Stanford Univ, Div Hlth Serv Res, Stanford, CA 94305 USAStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Hlatky, Mark A.
;
Khoury, Muin J.
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Ctr Dis Control & Prevent, Off Publ Hlth Genom, Atlanta, GA USA
NCI, Epidemiol & Genom Res Program, Rockville, MD USAStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Khoury, Muin J.
;
Macleod, Malcolm R.
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Univ Edinburgh, Sch Med, Dept Clin Neurosci, Edinburgh, Midlothian, ScotlandStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Macleod, Malcolm R.
;
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Moher, David
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Schulz, Kenneth F.
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FHI 360, Durham, NC USA
Univ N Carolina, Sch Med, Dept Obstet & Gynecol, Chapel Hill, NC USAStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Schulz, Kenneth F.
;
Tibshirani, Robert
论文数: 0引用数: 0
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机构:
Stanford Univ, Dept Hlth Res & Policy, Stanford, CA 94305 USA
Stanford Univ, Dept Stat, Sch Humanities & Sci, Stanford, CA 94305 USAStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
机构:
City Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R ChinaCity Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R China
He, Jun
;
Yang, Chen
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R ChinaCity Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R China
Yang, Chen
;
Xu, Zhengtao
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R ChinaCity Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R China
Xu, Zhengtao
;
Zeller, Matthias
论文数: 0引用数: 0
h-index: 0
机构:
Youngstown State Univ, Dept Chem, Youngstown, OH 44555 USACity Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R China
Zeller, Matthias
;
Hunter, Allen D.
论文数: 0引用数: 0
h-index: 0
机构:
Youngstown State Univ, Dept Chem, Youngstown, OH 44555 USACity Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R China
Hunter, Allen D.
;
Lin, Jianhua
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Beijing Natl Lab Mol Sci, State Key Lab Rare Earth Mat Chem & Applicat, Coll Chem & Mol Engn, Beijing 100871, Peoples R ChinaCity Univ Hong Kong, Dept Biol & Chem, Kowloon, Hong Kong, Peoples R China
机构:
Nankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Nankai Univ, TKL Met & Mol Based Mat Chem, Tianjin 300071, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Hu, Bo-Wen
;
Zhao, Jiong-Peng
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Nankai Univ, TKL Met & Mol Based Mat Chem, Tianjin 300071, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Zhao, Jiong-Peng
;
Tao, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Xiamen Univ, State Key Lab Phys Chem Solid Surfaces, Xiamen 361005, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Tao, Jun
;
Sun, Xiao-Jun
论文数: 0引用数: 0
h-index: 0
机构:
Xiamen Univ, State Key Lab Phys Chem Solid Surfaces, Xiamen 361005, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Sun, Xiao-Jun
;
Yang, Qian
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Nankai Univ, TKL Met & Mol Based Mat Chem, Tianjin 300071, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Yang, Qian
;
Zhang, Xiao-Feng
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Nankai Univ, TKL Met & Mol Based Mat Chem, Tianjin 300071, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Zhang, Xiao-Feng
;
Bu, Xian-He
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Dept Chem, Tianjin 300071, Peoples R China
Nankai Univ, TKL Met & Mol Based Mat Chem, Tianjin 300071, Peoples R ChinaNankai Univ, Dept Chem, Tianjin 300071, Peoples R China
机构:
Stanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Div Epidemiol, Stanford, CA 94305 USA
Stanford Univ, Dept Stat, Sch Humanities & Sci, Stanford, CA 94305 USA
Stanford Univ, Meta Res Innovat Ctr Stanford METRICS, Stanford, CA 94305 USAStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Ioannidis, John P. A.
;
Greenland, Sander
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90024 USA
Univ Calif Los Angeles, Sch Publ Hlth, Dept Stat, Los Angeles, CA 90024 USAStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Greenland, Sander
;
Hlatky, Mark A.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Dept Med, Div Cardiovasc Med, Stanford, CA 94305 USA
Stanford Univ, Div Hlth Serv Res, Stanford, CA 94305 USAStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Hlatky, Mark A.
;
Khoury, Muin J.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Off Publ Hlth Genom, Atlanta, GA USA
NCI, Epidemiol & Genom Res Program, Rockville, MD USAStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Khoury, Muin J.
;
Macleod, Malcolm R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Edinburgh, Sch Med, Dept Clin Neurosci, Edinburgh, Midlothian, ScotlandStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Macleod, Malcolm R.
;
论文数: 引用数:
h-index:
机构:
Moher, David
;
Schulz, Kenneth F.
论文数: 0引用数: 0
h-index: 0
机构:
FHI 360, Durham, NC USA
Univ N Carolina, Sch Med, Dept Obstet & Gynecol, Chapel Hill, NC USAStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
Schulz, Kenneth F.
;
Tibshirani, Robert
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Hlth Res & Policy, Stanford, CA 94305 USA
Stanford Univ, Dept Stat, Sch Humanities & Sci, Stanford, CA 94305 USAStanford Univ, Stanford Prevent Res Ctr, Stanford, CA 94305 USA