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    • All HBS Web  (139)
      • Faculty Publications  (16)

      Accounting ProceduresRemove Accounting Procedures →

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      • 2025
      • Article

      Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments

      By: Kosuke Imai and Michael Lingzhi Li
      Researchers are increasingly turning to machine learning (ML) algorithms to investigate causal heterogeneity in randomized experiments. Despite their promise, ML algorithms may fail to accurately ascertain heterogeneous treatment effects under practical settings with... View Details
      Keywords: AI and Machine Learning; Mathematical Methods; Analytics and Data Science
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      Imai, Kosuke, and Michael Lingzhi Li. "Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments." Journal of Business & Economic Statistics 43, no. 1 (2025): 256–268.
      • September 2022
      • Article

      Cost of Cardiac Stereotactic Body Radioablation Therapy versus Catheter Ablation for Treatment of Ventricular Tachycardia

      By: Chen Wei, Michelle Boeck, Pierre C. Qian, Todd Vivenzio, Zoe Elizee, Jeremy S. Bredfeldt, Robert S. Kaplan, Usha Tedrow, Raymond Mak and Paul C. Zei
      Cardiac SBRT is a novel way of treating refractory ventricular tachycardia (VT) that may be less costly than catheter ablation, owing to its noninvasive, outpatient nature. We applied time-driven activity-based costing to both procedures. The direct and total... View Details
      Keywords: Health Care and Treatment; Activity Based Costing and Management; Cost; Health Industry
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      Wei, Chen, Michelle Boeck, Pierre C. Qian, Todd Vivenzio, Zoe Elizee, Jeremy S. Bredfeldt, Robert S. Kaplan, Usha Tedrow, Raymond Mak, and Paul C. Zei. "Cost of Cardiac Stereotactic Body Radioablation Therapy versus Catheter Ablation for Treatment of Ventricular Tachycardia." Pacing and Clinical Electrophysiology 45, no. 9 (September 2022): 1005–1179.
      • January 2021
      • Supplement

      Aster DM Healthcare: Budget Exercise

      By: V.G. Narayanan and Amy Klopfenstein
      In April 2020, Alisha Moopen, Deputy Managing Director of Aster DM Healthcare, a network of clinics, hospitals, and pharmacies in the Middle East and India, must create her company’s budget for the 2021 fiscal year in light of the onset of Covid-19. The pandemic had... View Details
      Keywords: Decision Making; Decisions; Forecasting and Prediction; Judgments; Decision Choices and Conditions; Cost vs Benefits; Finance; Borrowing and Debt; Financial Institutions; Banks and Banking; Financial Condition; Financial Liquidity; Accounting; Budgets and Budgeting; Management; Crisis Management; Health Pandemics; Health Industry; Asia; India; United Arab Emirates; Dubai
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      Narayanan, V.G., and Amy Klopfenstein. "Aster DM Healthcare: Budget Exercise." Harvard Business School Spreadsheet Supplement 121-025, January 2021.
      • January 2021
      • Case

      Aster DM Healthcare: Budgeting for a Crisis

      By: V.G. Narayanan and Amy Klopfenstein
      In April 2020, Alisha Moopen, Deputy Managing Director of Aster DM Healthcare, a network of clinics, hospitals, and pharmacies in the Middle East and India, must create her company’s budget for the 2021 fiscal year in light of the onset of Covid-19. The pandemic had... View Details
      Keywords: Decision Making; Decisions; Forecasting and Prediction; Judgments; Decision Choices and Conditions; Cost vs Benefits; Budgets and Budgeting; Health Pandemics; Health Industry; Asia; India; United Arab Emirates; Dubai
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      Narayanan, V.G., and Amy Klopfenstein. "Aster DM Healthcare: Budgeting for a Crisis." Harvard Business School Case 121-001, January 2021.
      • 2018
      • Book

      Horngren's Cost Accounting: A Managerial Emphasis

      By: Srikant M. Datar and Madhav Rajan
      Horngren’s Cost Accounting defines the cost accounting market and continues to innovate today by consistently integrating the most current practice and theory into the text. This acclaimed, market-leading text emphasizes the basic theme of “different costs for... View Details
      Keywords: Cost Accounting; Management
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      Datar, Srikant M., and Madhav Rajan. Horngren's Cost Accounting: A Managerial Emphasis. 16th ed. Pearson Education, 2018.
      • December 2017
      • Article

      Overall Cost Comparison of Gastrointestinal Endoscopic Procedures with Endoscopist- or Anesthesia-Supported Sedation by Activity-Based Costing Techniques

      By: Richard A. Helmers, James A. Dilling, Christopher R. Chaffee, Mark V. Larson, Bradly J. Narr, Derek A. Haas and Robert S. Kaplan
      Endoscopic/Colonoscopic procedures are done either with gastroenterologist-administered conscious sedation or with anesthesia-administered sedation with propofol. Anesthesia-administered sedation has medical and patient benefits but is more expensive to administer. We... View Details
      Keywords: Health Care and Treatment; Cost; Activity Based Costing and Management
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      Helmers, Richard A., James A. Dilling, Christopher R. Chaffee, Mark V. Larson, Bradly J. Narr, Derek A. Haas, and Robert S. Kaplan. "Overall Cost Comparison of Gastrointestinal Endoscopic Procedures with Endoscopist- or Anesthesia-Supported Sedation by Activity-Based Costing Techniques." Mayo Clinic Proceedings: Innovations, Quality & Outcomes 1, no. 3 (December 2017): 234–241.
      • April 2016 (Revised May 2016)
      • Case

      Hôpital Universitaire de Mirebalais, Partners In Health in Haiti

      By: Robert S. Kaplan, Bipin Mistry and Karla Bertrand
      The case describes the application of Time-Driven Activity-Based Costing (TDABC) at a new tertiary hospital, operated by Partners in Health in Mirebelais, Haiti. A project team mapped the clinical processes for use in estimating the direct costs of personnel,... View Details
      Keywords: Time-Driven Activity-Based Costing; Activity Based Costing and Management; Cost Accounting; Developing Countries and Economies; Health Care and Treatment; Health Industry; Haiti
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      Kaplan, Robert S., Bipin Mistry, and Karla Bertrand. "Hôpital Universitaire de Mirebalais, Partners In Health in Haiti." Harvard Business School Case 116-041, April 2016. (Revised May 2016.)
      • Article

      Time-driven Activity-based Costing of Multivessel Coronary Artery Bypass Grafting across National Boundaries to Identify Improvement Opportunities: Study Protocol

      By: F. Erhun, B. Mistry, T. Platcheck, A. Milstein, V.G. Narayanan and R. S. Kaplan
      Coronary artery bypass graft (CABG) surgery is a common treatment for coronary artery disease—a disease that affects over 10% of US adults and is a major cause of morbidity and mortality. In 2005, the mean cost for a CABG procedure among Medicare beneficiaries in the... View Details
      Keywords: Activity Based Costing and Management; Health Disorders; Health Care and Treatment; United States; India
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      Erhun, F., B. Mistry, T. Platcheck, A. Milstein, V.G. Narayanan, and R. S. Kaplan. "Time-driven Activity-based Costing of Multivessel Coronary Artery Bypass Grafting across National Boundaries to Identify Improvement Opportunities: Study Protocol." BMJ Open 5, no. 8 (2015).
      • December 2014 (Revised April 2016)
      • Module Note

      Responsibilities to Employees

      By: Nien-he Hsieh
      The note provides a framework to conceptualize managers' responsibilities to employees in relation to economic, legal and ethical considerations. The note frames the central ethical challenge for managers as exercising power in a fair manner. The fair exercise of power... View Details
      Keywords: Leadership & Corporate Accountability; Legal Aspects Of Business; Responsibility; Ethics; Fairness; Employees; Decision Making; Leadership; Jobs and Positions; Labor; Law
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      Hsieh, Nien-he. "Responsibilities to Employees." Harvard Business School Module Note 315-067, December 2014. (Revised April 2016.)
      • 2014
      • Book

      Cost Accounting: A Managerial Emphasis

      By: Charles T. Horngren, Srikant M. Datar and Madhav Rajan
      Cost Accounting defined the cost accounting market and continues to innovate today by consistently integrating the most current practice and theory into the text. This acclaimed, market-leading text emphasizes the basic theme of "different costs for different... View Details
      Keywords: Cost Accounting; Management
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      Horngren, Charles T., Srikant M. Datar, and Madhav Rajan. Cost Accounting: A Managerial Emphasis. 15th ed. Prentice Hall, 2014.
      • March 2012 (Revised January 2013)
      • Case

      Boston Children's Hospital: Measuring Patient Costs

      By: Robert S. Kaplan, Mary L. Witkowski and Jessica A. Hohman
      The case describes two pilot projects on applying activity-based costing to measuring the cost of treating patients. It presents process maps and financial data relating to the processes used during (1) an office visit to a plastic surgeon for three different diagnoses... View Details
      Keywords: Health Care; Time-Driven Activity-Based Costing; Costing; Hospitals; Activity Based Costing and Management; Mathematical Methods; Health Industry
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      Kaplan, Robert S., Mary L. Witkowski, and Jessica A. Hohman. "Boston Children's Hospital: Measuring Patient Costs." Harvard Business School Case 112-086, March 2012. (Revised January 2013.)
      • August 1999 (Revised February 2000)
      • Case

      Cisco Systems, Inc.: Acquisition Integration for Manufacturing (A)

      By: Steven C. Wheelwright, Charles A. Holloway, Nicole Tempest and Christian G. Kasper
      Describes the procedures and processes used by Cisco Systems in its acquisition of high-technology firms. Its goal is to retain key engineering talent and to leverage existing product development efforts, but to quickly merge acquired companies its own systems and... View Details
      Keywords: Information Technology; Leveraged Buyouts; Acquisition; Integration; Mergers and Acquisitions; Production; Activity Based Costing and Management; Corporate Entrepreneurship; Innovation and Management; Technological Innovation; Talent and Talent Management; Human Resources; Manufacturing Industry; Technology Industry; England
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      Wheelwright, Steven C., Charles A. Holloway, Nicole Tempest, and Christian G. Kasper. "Cisco Systems, Inc.: Acquisition Integration for Manufacturing (A)." Harvard Business School Case 600-015, August 1999. (Revised February 2000.)
      • February 1996 (Revised November 2003)
      • Case

      Indianapolis: Activity-Based Costing of City Services (A)

      By: Robert S. Kaplan
      A new administration in the City of Indianapolis is initially determined to privatize many municipal services. Before taking this action, however, the city managers want to know the current cost of performing these services with the municipal workers. Existing... View Details
      Keywords: Cost Management; Public Sector; Activity Based Costing and Management; Service Delivery; Privatization; City; Indianapolis
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      Kaplan, Robert S. "Indianapolis: Activity-Based Costing of City Services (A)." Harvard Business School Case 196-115, February 1996. (Revised November 2003.)
      • September 1995 (Revised June 1996)
      • Background Note

      Preparing and Using the Statement of Cash Flows

      By: Robert L. Simons and Antonio Davila
      Explains the concepts and procedures behind the statement of cash flows. Presents an overview of the reporting objectives of this report, and describes in detail the preparation of the cash flow statement using both the indirect method and the direct method. A complete... View Details
      Keywords: Financial Statements; Cash Flow
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      Simons, Robert L., and Antonio Davila. "Preparing and Using the Statement of Cash Flows." Harvard Business School Background Note 196-108, September 1995. (Revised June 1996.)
      • December 1992 (Revised March 1997)
      • Case

      Peoria Engine Plant (A)

      By: Robert S. Kaplan and Amy P. Hutton
      Describes the cost control system used at an automobile engine plant for labor and overhead costs. The finance staff prepares daily, weekly, and monthly variance reports against budgets. Department supervisors, finance staff, and the plant manager discuss the use and... View Details
      Keywords: Cost Management; Cost Accounting; Budgets and Budgeting; Earnings Management; Reports; Financial Reporting; Management Analysis, Tools, and Techniques; Performance Improvement; Performance Productivity; Factories, Labs, and Plants; Auto Industry
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      Kaplan, Robert S., and Amy P. Hutton. "Peoria Engine Plant (A)." Harvard Business School Case 193-082, December 1992. (Revised March 1997.)
      • April 1987
      • Article

      The Effect of Accounting Procedure Changes on CEO's Cash Salary and Bonus Compensation

      By: Paul M. Healy, Sok-Hyon Kang and Krishna G. Palepu
      Keywords: Accounting; Change; Compensation and Benefits
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      Healy, Paul M., Sok-Hyon Kang, and Krishna G. Palepu. "The Effect of Accounting Procedure Changes on CEO's Cash Salary and Bonus Compensation." Journal of Accounting & Economics 9, no. 1 (April 1987): 7–34.
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