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- October 2016 (Revised October 2023)
- Case
Bootstrapping at Lightricks
By: Robert White, Jeffrey J. Bussgang and Christine Snively
By August 2015, two-year-old mobile imaging software startup Lightricks had developed and released two best-selling paid mobile apps, grown to a team of 30, earned a revenue run rate of nearly $10 million, and achieved modest profitability. The bootstrapped company had... View Details
Keywords: Business Startup; Information Technology; Internet and the Web; Entrepreneurship; Mobile and Wireless Technology; Information Infrastructure; Business Startups; Digital Marketing; Finance; Strategy; Technology Industry; Israel
White, Robert, Jeffrey J. Bussgang, and Christine Snively. "Bootstrapping at Lightricks." Harvard Business School Case 817-051, October 2016. (Revised October 2023.)
- 2024
- Working Paper
Bootstrap Diagnostics for Irregular Estimators
By: Isaiah Andrews and Jesse M. Shapiro
Empirical researchers frequently rely on normal approximations in order to summarize and communicate uncertainty about their findings to their scientific audience. When such approximations are unreliable, they can lead the audience to make misguided decisions. We... View Details
Andrews, Isaiah, and Jesse M. Shapiro. "Bootstrap Diagnostics for Irregular Estimators." NBER Working Paper Series, No. 32038, January 2024.
- March 2022 (Revised October 2022)
- Teaching Note
On the Bubble: Startup Bootstrapping
By: Jeffrey J. Bussgang and Tom Quinn
This teaching note accompanies the case “On the Bubble: Startup Bootstrapping.” (HBS No. 822-033) View Details
- September 2021 (Revised December 2023)
- Case
On the Bubble: Startup Bootstrapping
By: Jeffrey J. Bussgang, Tom Quinn and Annelena Lobb
Bubble was a software company in the low-code/no-code market, making tools that allowed users without traditional programming backgrounds or technical skills to build software. The case covers cofounder Joshua Haas’s engineering background, as he experienced a high... View Details
Keywords: Business Startups; Business Growth and Maturation; Business Model; Business Plan; Disruption; Transformation; Trends; Customer Focus and Relationships; Customer Relationship Management; Cost vs Benefits; Decisions; Entrepreneurship; Venture Capital; Equity; Executive Compensation; Recruitment; Selection and Staffing; Disruptive Innovation; Technological Innovation; Job Interviews; Growth and Development Strategy; Ownership Stake; Opportunities; Applications and Software; Technology Adoption; Technology Industry; Web Services Industry; New York (city, NY); California; France
Bussgang, Jeffrey J., Tom Quinn, and Annelena Lobb. "On the Bubble: Startup Bootstrapping." Harvard Business School Case 822-033, September 2021. (Revised December 2023.)
- March 2024
- Teaching Note
Safecast: Bootstrapping Human Capital to Big Data
By: Ethan Bernstein
Teaching Note for HBS Case No. 419-033. View Details
- October 2018 (Revised August 2023)
- Case
Safecast: Bootstrapping Human Capital to Big Data
By: Ethan Bernstein and Stephanie Marton
On March 11, 2011, at 2:46pm, a 9.1-on-the-Richter-scale, six-minute long earthquake unleashed a tsunami that ravaged the Tohoku region of Japan, damaging the Fukushima Daiichi Nuclear Power facility and releasing sufficient radioactive material into the air and ocean... View Details
Keywords: Citizen Science; Creative Commons; Open Data; Open Architecture; Volunteer-based Organization; Fukushima Daiichi Nuclear Power Facility; 311; Nuclear; Radiation; Crowdsourcing; Bgeigie; Geiger Counters; Kickstarter; Sustainability; Sustainable Business And Innovation; Design; Energy Generation; Social Entrepreneurship; Human Capital; Innovation and Invention; Crisis Management; Organizational Structure; Organizational Design; Information Technology; Business Model; Energy Industry; Technology Industry; Japan; North and Central America; Europe
Bernstein, Ethan, and Stephanie Marton. "Safecast: Bootstrapping Human Capital to Big Data." Harvard Business School Case 419-033, October 2018. (Revised August 2023.)
- April–May 2005
- Article
Markets for Partially-Contractible Knowledge: Bootstrapping Versus Bundling
By: James J Anton and Dennis A. Yao
We discuss how a seller can appropriate rents when selling knowledge that lacks legal property rights by solving either an expropriation or a valuation problem and then analyze how seller rents increase when a portion of the intellectual property (IP) can be protected.... View Details
Keywords: Knowledge; Markets; Rights; Valuation; Problems and Challenges; Management Analysis, Tools, and Techniques; Intellectual Property; Strategy
Anton, James J., and Dennis A. Yao. "Markets for Partially-Contractible Knowledge: Bootstrapping Versus Bundling." Journal of the European Economic Association 3, nos. 2-3 (April–May 2005): 745–754. (Harvard users click here for full text.)
- 02 Sep 2014
- Research & Ideas
Food Stamp Entrepreneurs: How Public Assistance Enables Business Bootstrapping
bootstrapped the funds to launch a vocational training program for dental assistants. Revenue from the new business pushed them out of poverty and into the middle class. Olds, a budding economist, was intrigued. “The rate of new business... View Details
- August 2006
- Article
Confidence Intervals for Probabilities of Default
By: Samuel G. Hanson and Til Schuermann
In this paper we conduct a systematic comparison of confidence intervals around estimated probabilities of default (PD) using several analytical approaches as well as parametric and nonparametric bootstrap methods. We do so for two different PD estimation... View Details
Hanson, Samuel G., and Til Schuermann. "Confidence Intervals for Probabilities of Default." Journal of Banking & Finance 30, no. 8 (August 2006).
- January – March 2006
- Article
The Use of Bootstrapping by Women Entrepreneurs in Positioning for Growth
By: Candida G. Brush, Nancy M. Carter, Elizabeth J. Gatewood, Patricia G. Greene and Myra M. Hart
Keywords: Growth and Development
Brush, Candida G., Nancy M. Carter, Elizabeth J. Gatewood, Patricia G. Greene, and Myra M. Hart. "The Use of Bootstrapping by Women Entrepreneurs in Positioning for Growth." Venture Capital 8, no. 1 (January–March 2006): 15–31.
- 2004
- Working Paper
The Use of Bootstrapping by Women Entrepreneurs in Positioning for Growth
By: C. G. Brush, N. M. Carter, E. J. Gatewood, P. G. Greene and Myra M. Hart
- March 2022 (Revised February 2023)
- Case
Sunōmi Switchel: Time to Switch?
By: Lindsay N. Hyde, Shani Carter McKinney and Alexandra Horvitz
Nicole Blank has bootstrapped her functional beverage company, Sunōmi Switchel, to contracts with leading grocery retailers. She is now faced with a series of choices for if and how to continue to grow the business. View Details
Keywords: Startup; Start-up; Startup Management; Burnout; Entrepreneur; Entrepreneurial Journey; Bootstrap; Entrepreneurship; Growth and Development Strategy; Business Startups; Crisis Management; Financial Condition; Retail Industry; Food and Beverage Industry; District of Columbia
Hyde, Lindsay N., Shani Carter McKinney, and Alexandra Horvitz. "Sunōmi Switchel: Time to Switch?" Harvard Business School Case 822-078, March 2022. (Revised February 2023.)
- Career Coach
Ryan Kennedy
20-people, and 200-people levels and can help you think about opportunities at similar organizations. Ryan is currently bootstrapping his own fintech startup. Prior to his fintech roles, Ryan served as Special Advisor to the Director of... View Details
- 06 May 2013
- News
Crowdfunding tries to grow up
- October 2017 (Revised November 2017)
- Case
Lovepop
By: Robert F. White, Ramana Nanda and Olivia Hull
As they prepare to graduate from Harvard Business School, the co-founders of greeting card company startup Lovepop need capital to cover the company’s operating costs and must choose between two seed financing offers. One offer is from an angel group and the other from... View Details
Keywords: Accelerator; Incubator; Seed Financing; Convertible Debt; Entrepreneurship; Venture Capital; Financing and Loans; Borrowing and Debt; Growth and Development Strategy; Valuation; Consumer Products Industry; Retail Industry; Boston; Massachusetts; United States
White, Robert F., Ramana Nanda, and Olivia Hull. "Lovepop." Harvard Business School Case 818-015, October 2017. (Revised November 2017.)
- July–August 2023
- Article
Investing in Growth Through Uncertainty
By: Ranjay Gulati
When faced with disruptions and downturns, many leaders and companies instinctively focus on cutting costs to maintain profitability. But some identify opportunities and then take thoughtful action to emerge from crisis even stronger. That means not only planning for... View Details
Gulati, Ranjay. "Investing in Growth Through Uncertainty." Harvard Business Review 101, no. 4 (July–August 2023): 36–42.
- November 1995
- Case
InterZine Productions, Inc.
By: William A. Sahlman and Jason Green
Brian Henley founded InterZine Productions to develop interactive multimedia content for America Online (AOL) and the Internet. With funding and support from AOL's Greenhouse program, Henley has launched Golf, a unique interactive golf service. While he has operated on... View Details
Keywords: Business Ventures; Entrepreneurship; Growth and Development Strategy; Capital; Financing and Loans; Internet and the Web; Management Teams; Innovation and Invention; Media and Broadcasting Industry
Sahlman, William A., and Jason Green. "InterZine Productions, Inc." Harvard Business School Case 396-174, November 1995.
- January 2013 (Revised March 2013)
- Supplement
MuMaté (B-1): Confidential for Maxwell
By: Thomas R. Eisenmann and Alex Godden
MuMaté, a fictional cult beverage company, requires capital to fund national expansion. Its cofounders, who have bootstrapped to this point, are now negotiating with venture capital firms to raise a $3 million funding round. The case describes MuMaté's inception, early... View Details
Keywords: Venture Capital; Expansion; Negotiation; Valuation; Entrepreneurship; Food and Beverage Industry
Eisenmann, Thomas R., and Alex Godden. "MuMaté (B-1): Confidential for Maxwell." Harvard Business School Supplement 813-149, January 2013. (Revised March 2013.)