Advanced search
Publication Cover
Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 27, 1995 - Issue 4
Submit an article Journal homepage
36
Views
111
CrossRef citations to date
0
Altmetric
Articles

Using Degradation Data to Improve Fluorescent Lamp Reliability

Sheng-Tsaing TsengNational Tsing-Hua University, Hsinchu, Tawain, 30043View further author information
,
Michael HamadaBellcore, Morristown, NJ, 07960View further author information
&
Chih-Hua ChiaoSoochow University, Taipei, Taiwan, 100View further author information
Pages 363-369 | Published online: 21 Feb 2018

Citations (111)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (22)

Xiaoliang Ling, Jiaojiao Zhang & Yinzhao Wei. (2024) Stochastic comparisons of linear degradation and failure time models with dependent failure modes. Communications in Statistics - Theory and Methods 53:1, pages 346-364.
Read now
M. Kumar, P. N Bajeel, O. P. Yadav & K. C. Siju. (2022) Application of degradation growth model in the estimation of Bayesian system reliability. Communications in Statistics - Simulation and Computation 51:12, pages 7246-7265.
Read now
Yu-Sheng Hsu, Pei-Chun Chen, Ming-Yung Lee & Cheng-Hsun Wu. (2022) Applications of an extended geometric Brownian motion degradation model. Communications in Statistics - Theory and Methods 51:7, pages 2139-2153.
Read now
G. Prakash. (2021) A Bayesian approach to degradation modeling and reliability assessment of rolling element bearing. Communications in Statistics - Theory and Methods 50:23, pages 5453-5474.
Read now
Amir Baghdadi, Lora A. Cavuoto, Allison Jones-Farmer, Steven E. Rigdon, Ehsan T. Esfahani & Fadel M. Megahed. (2021) Monitoring worker fatigue using wearable devices: A case study to detect changes in gait parameters. Journal of Quality Technology 53:1, pages 47-71.
Read now
K. C. Siju & M. Kumar. (2018) Bayesian estimation of reliability using time-to-failure distribution of parametric degradation models. Journal of Statistical Computation and Simulation 88:9, pages 1717-1748.
Read now
Fariba Azizi & Firoozeh Haghighi. (2018) Joint modeling of linear degradation and failure time data with masked causes of failure under simple step-stress test. Journal of Statistical Computation and Simulation 88:8, pages 1603-1615.
Read now
Hong-fwu Yu & Chien-yu Peng. (2014) Designing a Degradation Test with a Two-Parameter Exponential Lifetime Distribution. Communications in Statistics - Simulation and Computation 43:8, pages 1938-1958.
Read now
Julio C. Ferreira, Marta A. Freitas & Enrico A. Colosimo. (2012) Degradation data analysis for samples under unequal operating conditions: a case study on train wheels. Journal of Applied Statistics 39:12, pages 2721-2739.
Read now
Santanu Chakraborty, Nagi Gebraeel, Mark Lawley & Hong Wan. (2009) Residual-life estimation for components with non-symmetric priors. IIE Transactions 41:4, pages 372-387.
Read now
Hong-Fwu Yu. (2007) OPTIMAL SELECTION OF THE MOST RELIABLE DESIGN WITH A RECIPROCAL WEIBULL DEGRADATION RATE. Journal of the Chinese Institute of Industrial Engineers 24:1, pages 60-69.
Read now
Suk Joo Bae & PaulH. Kvam. (2006) A change-point analysis for modeling incomplete burn-in for light displays. IIE Transactions 38:6, pages 489-498.
Read now
Hong-Fwu Yu & Wen-Ching Yu. (2006) OPTIMAL CLASSIFICATION OF HIGHLY RELIABLE PRODUCTS WITH A LINEARIZED DEGRADATION MODEL. Journal of the Chinese Institute of Industrial Engineers 23:5, pages 382-392.
Read now
Michael Hamada. (2005) Using Degradation Data to Assess Reliability. Quality Engineering 17:4, pages 615-620.
Read now
NAGIZ. GEBRAEEL, MARKA. LAWLEY, RONG LI & JENNIFERK. RYAN. (2005) Residual-life distributions from component degradation signals: A Bayesian approach. IIE Transactions 37:6, pages 543-557.
Read now
Suk Joo Bae & Paul H Kvam. (2004) A Nonlinear Random-Coefficients Model for Degradation Testing. Technometrics 46:4, pages 460-469.
Read now
Hong-Fwu Yu. (2003) Optimal Classification Of Highly-Reliable Products Whose Degradation Paths Satisfy Wiener Processes. Engineering Optimization 35:3, pages 313-324.
Read now
Ratna Babu Chinnam & Pankaj Mohan. (2002) Online Reliability Estimation of Physical Systems Using Neural Networks and Wavelets. International Journal of Smart Engineering System Design 4:4, pages 253-264.
Read now
Hong-Fwu Yu & Chih-Hua Chiao. (2002) DESIGNING AN ACCELERATED DEGRADATION EXPERIMENT BY OPTIMIZING THE INTERVAL ESTIMATION OF THE MEAN-TIME-TO-FAILURE. Journal of the Chinese Institute of Industrial Engineers 19:5, pages 23-33.
Read now
Hong-Fwu Yu. (2002) Optimal selection of the most reliable product with degradation data. Engineering Optimization 34:6, pages 579-590.
Read now
WilliamQ. Meeker, LuisA. Escobar & C. Joseph Lu. (1998) Accelerated Degradation Tests: Modeling and Analysis. Technometrics 40:2, pages 89-99.
Read now
RobertE. Chapman. (1997) DEGRADATION STUDY OF A PHOTOGRAPHIC DEVELOPER TO DETERMINE SHELF LIFE. Quality Engineering 10:1, pages 137-140.
Read now

Articles from other publishers (89)

Xiao Liu & Mohammadmahdi Hajiha. 2023. Handbook of Smart Energy Systems. Handbook of Smart Energy Systems 607 623 .
Qingluan Guan, Xiukun Wei, Wenfei Bai & Limin Jia. (2022) Two‐stage degradation modeling for remaining useful life prediction based on the Wiener process with measurement errors. Quality and Reliability Engineering International 38:7, pages 3485-3512.
Crossref
Xiao Liu & Mohammadmahdi Hajiha. 2021. Handbook of Smart Energy Systems. Handbook of Smart Energy Systems 1 17 .
Firoozeh Haghighi, Bruno Castanier & Hasan Misaii. (2021) Rolling horizon optimal maintenance policy for a system subject to shocks and degradation under uncertain parameters. Computers & Industrial Engineering 157, pages 107298.
Crossref
Li Juan, Dai Hongde, Jing Bo & Jiao Xiaoxuan. (2021) A New Dynamic‐Copula Based Correlated Degradation Feature for Remaining Useful Life Prediction. Chinese Journal of Electronics 30:1, pages 36-44.
Crossref
Elsayed A. Elsayed. 2020. Reliability Engineering. Reliability Engineering 393 480 .
Cristiano C. Santos & Rosangela H. Loschi. (2020) Semi-parametric Bayesian models for heterogeneous degradation data: An application to laser data. Reliability Engineering & System Safety 202, pages 107038.
Crossref
Aynura Poladova, Salih Tekin & Tahir Khaniyev. (2019) A novel replacement policy for a linear deteriorating system using stochastic process with dependent components. Applied Stochastic Models in Business and Industry 36:3, pages 381-396.
Crossref
Farhad Balali, Hamid Seifoddini & Adel Nasiri. (2020) Data-driven predictive model of reliability estimation using degradation models: a review. Life Cycle Reliability and Safety Engineering 9:1, pages 113-125.
Crossref
Song Li, Zhiyong Chen, Qiaobin Liu, Wenku Shi & Kunheng Li. (2020) Modeling and Analysis of Performance Degradation Data for Reliability Assessment: A Review. IEEE Access 8, pages 74648-74678.
Crossref
Yuxin Wen, Jianguo Wu, Qiang Zhou & Tzu-Liang Tseng. (2019) Multiple-Change-Point Modeling and Exact Bayesian Inference of Degradation Signal for Prognostic Improvement. IEEE Transactions on Automation Science and Engineering 16:2, pages 613-628.
Crossref
Preeti Wanti Srivastava & Manisha Manisha. (2019) Triangular cyclic accelerated degradation zero-failure test plan. International Journal of Quality & Reliability Management 36:3, pages 358-377.
Crossref
Xilang Tang, Mingqing Xiao, Yajun Liang, Bin Hu & Lei Zhang. (2018) Application of particle filter technique to online prognostics for solenoid valve. Journal of Intelligent & Fuzzy Systems 35:1, pages 523-532.
Crossref
Pingping Wang, Yincai Tang, Suk Joo Bae & Ancha Xu. (2018) Bayesian Approach for Two-Phase Degradation Data Based on Change-Point Wiener Process With Measurement Errors. IEEE Transactions on Reliability 67:2, pages 688-700.
Crossref
Hongyu Wang, Yu Zhao & Xiaobing Ma. (2018) Remaining Useful Life Prediction Using a Novel Two-Stage Wiener Process With Stage Correlation. IEEE Access 6, pages 65227-65238.
Crossref
Juan LI, Bo JING, Hongde DAI, Xiaoxuan JIAO & Xiaodong LIU. (2018) Remaining useful life prediction based on variation coefficient consistency test of a Wiener process. Chinese Journal of Aeronautics 31:1, pages 107-116.
Crossref
Yuxin Wen, Jianguo Wu & Yuan Yuan. (2017) Multiple-Phase Modeling of Degradation Signal for Condition Monitoring and Remaining Useful Life Prediction. IEEE Transactions on Reliability 66:3, pages 924-938.
Crossref
Xiao Liu, Chork Thiam Tan & Daniel Pare. (2017) A case study on the modeling of system state degradation for data center cooling systems. A case study on the modeling of system state degradation for data center cooling systems.
Jun-Xing Li, Zhi-Hua Wang, Yong-Bo Zhang, Hui-Min Fu, Cheng-Rui Liu & Sridhar Krishnaswamy. (2016) Remaining Useful Life Prediction and Reliability Analysis for an Individual Ion Thruster. Journal of Propulsion and Power 32:4, pages 948-957.
Crossref
Firoozeh Haghighi & Suk Joo Bae. (2015) Reliability Estimation from Linear Degradation and Failure Time Data With Competing Risks Under a Step-Stress Accelerated Degradation Test. IEEE Transactions on Reliability 64:3, pages 960-971.
Crossref
Y. L. Lio, Jye-Chyi Lu & Lingyan Ruan. (2015) Robust Parameter Design for Quality and Reliability Issues Based on Accelerated Degradation Measurements. IEEE Transactions on Reliability 64:3, pages 949-959.
Crossref
Kwok L. Tsui, Nan Chen, Qiang Zhou, Yizhen Hai & Wenbin Wang. (2015) Prognostics and Health Management: A Review on Data Driven Approaches. Mathematical Problems in Engineering 2015, pages 1-17.
Crossref
Sanling Song, David W. Coit & Qianmei Feng. (2014) Reliability for systems of degrading components with distinct component shock sets. Reliability Engineering & System Safety 132, pages 115-124.
Crossref
Mu Seong Chang, Young Il Kwon & Bo Sik Kang. (2014) Design of reliability qualification test for pneumatic cylinders based on performance degradation data. Journal of Mechanical Science and Technology 28:12, pages 4939-4945.
Crossref
Sheng‐Tsaing Tseng, Chih‐Chun Tsai & N. Balakrishnan. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Qiong Wu, Jianzhong Yang, Jingyan Wang & Li Xue. (2014) Reliability analysis of degradation with a new independent increment process. Journal of Mechanical Science and Technology 28:10, pages 3971-3976.
Crossref
Badr Sassenou & Bernard Kamsu-Foguem. (2014) WITHDRAWN: Reliability improvement of induction heat treatment with design of experiments. Measurement.
Crossref
Hao Peng & Qianmei Feng. (2014) Reliability Analysis for Degrading Systems with 100% Quality Inspection after Burn-In. International Journal of Business Analytics 1:2, pages 34-47.
Crossref
Sanling Song, David W. Coit, Qianmei Feng & Hao Peng. (2014) Reliability Analysis for Multi-Component Systems Subject to Multiple Dependent Competing Failure Processes. IEEE Transactions on Reliability 63:1, pages 331-345.
Crossref
Mu Seong Chang, Jung Hun Shin, Young Il Kwon, Byung Oh Choi, Choong Sung Lee & Bo Sik Kang. (2013) Reliability estimation of pneumatic cylinders using performance degradation data. International Journal of Precision Engineering and Manufacturing 14:12, pages 2081-2086.
Crossref
Qiong Wu, Jian-Zhong Yang, Jing-Yan Wang & Li Xue. (2013) Notice of Retraction Modeling degradation with a new independent increment process. Notice of Retraction Modeling degradation with a new independent increment process.
Lizhi Wang, Rong Pan, Xiaoyang Li & Tongmin Jiang. (2013) A Bayesian reliability evaluation method with integrated accelerated degradation testing and field information. Reliability Engineering & System Safety 112, pages 38-47.
Crossref
Guangbin Yang. (2013) Heuristic Degradation Test Plans for Reliability Demonstration. IEEE Transactions on Reliability 62:1, pages 305-311.
Crossref
K. R. Shailesh, Ciji Pearl Kurian, Savitha G. Kini, S. Tanuja & M. Vijendra Kamath. (2012) Application of accelerated life testing principles to project long term lumen maintenance of LED luminaires. Application of accelerated life testing principles to project long term lumen maintenance of LED luminaires.
Vijay Rathod, Om Prakash Yadav, Ajay Rathore & Rakesh Jain. (2012) Reliability‐Based Design Optimization Considering Probabilistic Degradation Behavior. Quality and Reliability Engineering International 28:8, pages 911-923.
Crossref
Guangbin Yang. (2012) Optimum Degradation Tests for Comparison of Products. IEEE Transactions on Reliability 61:1, pages 220-226.
Crossref
OM PRAKASH YADAV, SUNIL S. BHAMARE & AJAY PAL SINGH RATHORE. (2012) A FRAMEWORK FOR CAPTURING DEGRADATION BEHAVIOR IN RELIABILITY-BASED ROBUST DESIGN OPTIMIZATION. International Journal of Reliability, Quality and Safety Engineering 18:06, pages 531-554.
Crossref
Xiao-Sheng Si, Wenbin Wang, Chang-Hua Hu & Dong-Hua Zhou. (2011) Remaining useful life estimation – A review on the statistical data driven approaches. European Journal of Operational Research 213:1, pages 1-14.
Crossref
Rong Pan & Taeho Crispin. (2011) A hierarchical modeling approach to accelerated degradation testing data analysis: A case study. Quality and Reliability Engineering International 27:2, pages 229-237.
Crossref
GUANGBIN YANG. (2011) TEST TIME REDUCTION THROUGH OPTIMAL DEGRADATION TESTING. International Journal of Reliability, Quality and Safety Engineering 17:05, pages 495-503.
Crossref
Qianmei Feng, Hao Peng & David W. Coit. (2010) A degradation-based model for joint optimization of burn-in, quality inspection, and maintenance: a light display device application. The International Journal of Advanced Manufacturing Technology 50:5-8, pages 801-808.
Crossref
Zheng Zheng Ge, Xiao Yang Li, Jing Rui Zhang & Tong Min Jiang. (2010) Planning of Step-Stress Accelerated Degradation Test with Stress Optimization. Advanced Materials Research 118-120, pages 404-408.
Crossref
Marta Afonso Freitas, Enrico Antonio Colosimo, Thiago Rezende dos Santos & Magda C. Pires. (2010) Reliability assessment using degradation models: bayesian and classical approaches. Pesquisa Operacional 30:1, pages 194-219.
Crossref
N. Gebraeel. (2010) Prognostics-Based Identification of the Top-$k$ Units in a Fleet. IEEE Transactions on Automation Science and Engineering 7:1, pages 37-48.
Crossref
Marta A. Freitas, Thiago R. dos Santos, Magda C. Pires & Enrico A. Colosimo. 2010. Advances in Degradation Modeling. Advances in Degradation Modeling 157 180 .
Guangbin Yang. (2009) Reliability Demonstration Through Degradation Bogey Testing. IEEE Transactions on Reliability 58:4, pages 604-610.
Crossref
Marta A. Freitas, Maria Luíza G. de Toledo, Enrico A. Colosimo & Magda C. Pires. (2008) Using degradation data to assess reliability: a case study on train wheel degradation. Quality and Reliability Engineering International 25:5, pages 607-629.
Crossref
Hong-Fwu Yu. (2009) Mis-specification analysis between normal and extreme value distributions for a screening experiment. Computers & Industrial Engineering 56:4, pages 1657-1667.
Crossref
Hao Peng, Qianmei Feng & D.W. Coit. (2009) Simultaneous Quality and Reliability Optimization for Microengines Subject to Degradation. IEEE Transactions on Reliability 58:1, pages 98-105.
Crossref
N. Gebraeel, A. Elwany & Jing Pan. (2009) Residual Life Predictions in the Absence of Prior Degradation Knowledge. IEEE Transactions on Reliability 58:1, pages 106-117.
Crossref
Xiaoyang Li & Tongmin Jiang. (2009) Optimal design for step-stress accelerated degradation testing with competing failure modes. Optimal design for step-stress accelerated degradation testing with competing failure modes.
N. Gebraeel & Jing Pan. (2008) Prognostic Degradation Models for Computing and Updating Residual Life Distributions in a Time-Varying Environment. IEEE Transactions on Reliability 57:4, pages 539-550.
Crossref
Sunil S. Bhamare, Om Prakash Yadav & Ajay Pal Singh Rathore. (2008) A multi-objective optimization approach for defining optimal design specifications considering performance degradation. A multi-objective optimization approach for defining optimal design specifications considering performance degradation.
Pingfeng Wang & Byeng Dong Youn. (2008) A Generic Bayesian Approach to Real-Time Structural Health Prognostics. A Generic Bayesian Approach to Real-Time Structural Health Prognostics.
Chang‐Shian Chen, Chin‐Hui Liu & Hui‐Chen Su. (2008) A nonlinear time series analysis using two‐stage genetic algorithms for streamflow forecasting. Hydrological Processes 22:18, pages 3697-3711.
Crossref
Tsan Sheng Ng. (2008) An Application of the EM Algorithm to Degradation Modeling. IEEE Transactions on Reliability 57:1, pages 2-13.
Crossref
Nagi Z. Gebraeel & Mark A. Lawley. (2008) A Neural Network Degradation Model for Computing and Updating Residual Life Distributions. IEEE Transactions on Automation Science and Engineering 5:1, pages 154-163.
Crossref
Vincent Couallier. 2008. Statistical Models and Methods for Biomedical and Technical Systems. Statistical Models and Methods for Biomedical and Technical Systems 83 93 .
Hong-Fwu Yu. (2007) Designing a screening experiment with a reciprocal Weibull degradation rate. Computers & Industrial Engineering 52:2, pages 175-191.
Crossref
Huairui Guo & Adamantios Mettas. (2007) Improved Reliability Using Accelerated Degradation&Design of Experiments. Improved Reliability Using Accelerated Degradation&Design of Experiments.
N. Gebraeel. (2006) Sensory-Updated Residual Life Distributions for Components With Exponential Degradation Patterns. IEEE Transactions on Automation Science and Engineering 3:4, pages 382-393.
Crossref
Haitao Liao & Elsayed A. Elsayed. (2006) Reliability inference for field conditions from accelerated degradation testing. Naval Research Logistics (NRL) 53:6, pages 576-587.
Crossref
Nagi Gebraeel. Sensory-Based Prognostics and Life Prediction for Components with Exponential Degradation. Sensory-Based Prognostics and Life Prediction for Components with Exponential Degradation.
Hong-Fwu Yu. (2006) Designing an accelerated degradation experiment with a reciprocal Weibull degradation rate. Journal of Statistical Planning and Inference 136:1, pages 282-297.
Crossref
Sheng‐Tsaing Tseng, Chih‐Chun Tsai & N. Balakrishnan. 2004. Encyclopedia of Statistical Sciences. Encyclopedia of Statistical Sciences 1 17 .
Jong-Wuu Wu & Huei-Yi Yu. (2005) Statistical inference about the shape parameter of the Burr type XII distribution under the failure-censored sampling plan. Applied Mathematics and Computation 163:1, pages 443-482.
Crossref
Z. Chen & S. Zheng. (2005) Lifetime Distribution Based Degradation Analysis. IEEE Transactions on Reliability 54:1, pages 3-10.
Crossref
Poduri S.R.S. Rao & Nicholas A. Zaino. (2005) Reliability estimation through the linear mixed effects model. Journal of Statistical Planning and Inference 129:1-2, pages 327-337.
Crossref
Nader Ebrahimi. (2004) System reliability based on diffusion models for fatigue crack growth. Naval Research Logistics (NRL) 52:1, pages 46-57.
Crossref
J.S.R. Jayaram & T. Girish. (2005) Reliability prediction through degradation data modeling using a quasi-likelihood approach. Reliability prediction through degradation data modeling using a quasi-likelihood approach.
Viviane Ribeiro Branco de Oliveira & Enrico Antônio Colosimo. (2004) Comparison of Methods to Estimate the Time‐to‐failure Distribution in Degradation Tests. Quality and Reliability Engineering International 20:4, pages 363-373.
Crossref
Vijay N. Nair, Luis A. Escobar & Michael S. Hamada. 2004. Mathematical Reliability: An Expository Perspective. Mathematical Reliability: An Expository Perspective 161 182 .
Hong‐Fwu Yu. (2003) Optimal selection of the most reliable design whose degradation path satisfies a Wiener process. International Journal of Quality & Reliability Management 20:9, pages 1084-1095.
Crossref
Hong‐Fwu Yu. (2003) Designing an accelerated degradation experiment by optimizing the estimation of the percentile. Quality and Reliability Engineering International 19:3, pages 197-214.
Crossref
Hong-Fwu Yu & Chih-Hua Chiao. (2002) An optimal designed degradation experiment for reliability improvement. IEEE Transactions on Reliability 51:4, pages 427-433.
Crossref
Jerald F. Lawless. 2002. Statistical Models and Methods for Lifetime Data. Statistical Models and Methods for Lifetime Data 577 610 .
Hong‐Fwu Yu & Sheng‐Tsaing Tseng. (2002) Designing a screening experiment for highly reliable products. Naval Research Logistics (NRL) 49:5, pages 514-526.
Crossref
Ratna Babu Chinnam. (2002) On‐line reliability estimation for individual components using statistical degradation signal models. Quality and Reliability Engineering International 18:1, pages 53-73.
Crossref
Chih‐Hua Chiao & Michael Hamada. (2001) Analyzing experiments with degradation data for improving reliability and for achieving robust reliability. Quality and Reliability Engineering International 17:5, pages 333-344.
Crossref
Dong Shang Chang. (2000) Optimal burn-in decision for products with an unimodal failure rate function. European Journal of Operational Research 126:3, pages 534-540.
Crossref
Shuo-Jye Wu & Tzong-Ru Tsai. (2000) Estimation of time-to-failure distribution derived from a degradation model using fuzzy clustering. Quality and Reliability Engineering International 16:4, pages 261-267.
Crossref
S.F. Hiebert & R.B. Chinnam. (2000) Role of artificial neural networks and wavelets in online reliability monitoring of physical systems. Role of artificial neural networks and wavelets in online reliability monitoring of physical systems.
E.A. Elsayed. 2000. Current Advances in Mechanical Design and Production VII. Current Advances in Mechanical Design and Production VII 553 562 .
Hong-Fwu Yu & Sheng-Tsaing Tseng. (1999) Designing a degradation experiment. Naval Research Logistics 46:6, pages 689-706.
Crossref
R.B. Chinnam. (1999) On-line reliability estimation of individual components, using degradation signals. IEEE Transactions on Reliability 48:4, pages 403-412.
Crossref
Kai Yang & Guangbin Yang. (2011) Degradation Reliability Assessment Using Severe Critical Values. International Journal of Reliability, Quality and Safety Engineering 05:01, pages 85-95.
Crossref
E.A. Elsayed & A.C.-K. Chen. (1998) Recent research and current issues in accelerated testing. Recent research and current issues in accelerated testing.
Kai Yang & Guangbin Yang. (1997) Performance degradation analysis using principal component method. Performance degradation analysis using principal component method.
Ellen B. Barnes & Gopal P. Mohanty. Reliability Analysis Techniques. Reliability Analysis Techniques.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.