1 Hotel Industry Demand, Labor, and Capital Analysis ECP 6705: Advanced Managerial Economics 2 Table of Contents Executive Summary .........................................................................................................................4 Industry Demand Analysis ...............................................................................................................5 Price-to-Book Comparison .......................................................................................................... 6 Marriott International, Inc........................................................................................................ 7 Hilton Worldwide Holdings Inc............................................................................................... 8 Role of Intellectual Property........................................................................................................ 9 Brand Recognition ................................................................................................................... 9 Price Elasticity Study Design for Marriott International, Inc .................................................... 10 Labor Analysis ...............................................................................................................................14 Employee Classes Within the Industry ...................................................................................... 14 Building, Grounds, and Maintenance Operations .................................................................. 15 Office and Administrative Support Occupations ................................................................... 16 Food, Preparation, and Serving-Related Occupations ........................................................... 17 Other Occupations Within the Industry ................................................................................. 18 The Biggest Issue Facing the Hotel Industry Today ................................................................. 19 Capital Analysis .............................................................................................................................21 Mergers, Acquisitions, and the Asset-Light Model................................................................... 21 Debt and Equity Movement....................................................................................................... 22 Partnerships and Franchising ..................................................................................................... 22 Outsourcing ............................................................................................................................... 24 3 Uniqueness of Capital Activities in the Hotel Industry ..............................................................24 References ......................................................................................................................................28 Appendix A ....................................................................................................................................39 Appendix B ....................................................................................................................................40 Appendix C ....................................................................................................................................41 Appendix D ....................................................................................................................................42 Appendix E ....................................................................................................................................43 Appendix F.....................................................................................................................................44 Appendix G ....................................................................................................................................45 Appendix H ....................................................................................................................................46 Appendix I .....................................................................................................................................47 Appendix J .....................................................................................................................................48 4 Executive Summary The hotel industry is part of the overarching travel and tourism industry, an industry that made up 10.4% of global GDP and 10% of global employment in 2019 (World Travel & Tourism Council, 2021). By 2025, the hotel, motel, and resort industry is estimated to increase in value by 236% over 2020, up to $1.072.8 trillion annually. It is one of the most globally significant industries in terms of worldwide employment and economic impact. It is, also, one of the industries hardest hit by the COVID-19 pandemic. The purpose of this report is to analyze economic conditions, demand elasticity, labor concern, and capital activities within the industry. Throughout the hotel industry, price-to-book values are much higher than the market average. As many companies have moved to asset-light capitalization strategies, the impact of the valuation of intellectual property (such as branding) has greatly outweighed tangible assets. This has led many in the industry to have negative tangible book values. Intellectual property is difficult to properly quantify on a balance sheet, it can lead to a distortion in the price-to-book value. A large percentage of hotel company value lies in intellectual property with brand reputation and customer reach being a strong driver to increasing global franchising, the primary driver of global hotel growth. Out of the two hotels analyzed, Marriott International had a very high price-to-book value while Hilton Worldwide’s value was negative (in part due to utilizing higher leverage to bolster stockholder value by buying back shares). In addition, demand was found to be fairly inelastic on a macro level, while becoming more elastic as the focus became more and more narrow. Different market segments and regions were found to have different elasticities, and hotel demand is more elastic in the long run versus the short. Labor force issues are some of the most pressing challenges facing the hotel industry in 2022. In the United States alone, 6.2 million workers were laid off in 2020 (Ross, 2021) and while 5 demand has recovered, the industry’s workforce has not. A large percentage of hotel employees are in traditionally low-wage positions such as housekeepers, servers, and customer service representative and many positions in those classes remain unfilled. Wages were found to vary significantly by region, but not necessary by market segment. Despite higher wages and hiring incentives, many hotels have turned to alternative options such as increasing reliance on technology such as robots. In addition, companies are reducing or eliminating amenities such as room service or housekeeping. This strategy is not without consequences, however, as customer satisfaction levels have fallen over the past few years, calling into question whether the strategies are sustainable in the long-run due to competition and the elasticity of demand. The capital activities of Marriott International were investigated and compared against its competition in the industry. Marriott has pursued expansion strategies involving growth through acquisition and franchising models, neither of which is uncommon in the industry. Marriott’s business model is primarily concerned in brand growth versus tangible asset growth and sells most of the tangible assets gained through acquisition. This strategy, known as asset-light, was originated by Marriott in the early 1990s, but has become an industry standard. In addition, the company has been aggressive in utilizing leverage to fund capital improvements and improve shareholder value through stock repurchases, causing liability levels to rise while common equity fell through the end of 2020. It has also pursued partnerships with luxury brands and the National Park Service to boost revenue, while outsourcing major business operations to control costs. Through analysis it was found that none of the capital strategies employed by Marriott were unique to the company, which is what is expected in such a competitive industry. Industry Demand Analysis 6 The hotel industry, delineated by NAICS code 721110, is defined as businesses that offer short-term accommodations located within, “hotels, motor hotels, resort hotels, and motels.” This classification excludes specific hotel types (such as bed and breakfast, or casino-based hotels), but it does include all the ancillary services hotels provide. This includes food and beverage services, laundry, convention space, parking, conference rooms, and other amenities such as spas (United States Census Bureau, 2022). Revenue streams within the industry are primarily generated through hotel room rentals and the operation of in-hotel restaurants and bars (Ristoff, 2021). Due to the worldwide pandemic that significantly curtailed travel and discretionary spending throughout the world, revenue volatility for the industry remains high. While the industry has experienced a recovery over the past year, there are concerning signs that fears of a recession, increased costs of living, and high inflation will lead to an overall cooling of the industry (Owers, 2022). Global hotel industry revenue is projected to be $312.30 billion in 2022 (Statista, 2022). Industry revenue for NAICS code 72111 hit $133 billion, with the revenue generated by guest room rentals accounting for 79.9% of revenue (Ristoff, 2021). The remaining revenue was due to restaurants and bars (9.3%) and other services, such as spas, parking, convention space rental, or others generating 10.8% (See Appendix A). Price-to-Book Comparison Price to book ratio (PB value) is a company’s stock price divided by its book value per share (Maverick, 2022). The average hotel and resort PB value, according to equity-management company Eqvista, is 11.7993, while the average across all industries is 6.977 (Sarath, 2022). Aswath Damodaran (2022) from NYU’s Stern School of Business, estimates the hotel and 7 gaming sector’s PB value is 7.56, though that data set does include cruise ship companies, casino hotels, and lodging alternatives like AirBnb, which makes accurate comparisons difficult. PB values that exceed 1 can indicate overvalued stocks, but this ratio does have some limitations that reduce its usefulness in the hotel industry (Maverick, 2022). While the industry has historically been capital-intensive, many of the larger firms are moving to an asset-light model – spinning their real estate ownership off into real estate investment trusts (REITs) (Seo, 2021). This removes high value assets from the books, creating companies that generally operate with more intangible assets (such as intellectual property and goodwill) that price-to-book can undervalue (Maverick, 2022). Price-to-book ratios fail to properly account for the true value of intangibles such as brand names and human capital due the difficulty in accurate valuation. Not only are they difficult to accurately value but intangible assets on the balance sheet must be amortized, potentially creating scenarios where the fair market value far exceeds the balance sheet value of a trademark. Companies can spend millions on advertising building their brand names and images, but it does not fully translate into high goodwill, or other intangible asset, values on the balance sheet (OSAM Research Team, 2018). Marriott International, Inc. Marriott’s end-of-year price-to-book value has varied from 16.21 to 99.35x within the past four years, and is currently 26.0 based on July 14th stock price divided by the March 31, 2022 book value (Macrotrends, 2022). As referenced in Appendix B, Marriott’s PB value has consistently exceeded their competitors and is strikingly high compared to the market average. Looking at the balance sheet (See Appendix D) can assist in making sense of the issues with Marriott’s PB valuation. First, Marriott’s equity had been steadily declining until 2020 due to a 8 commitment to share repurchase, reflected in the steady increase in treasury stock. Liabilities during the same time rose by 13%. Falling equity combined with increasing liabilities creates a diminishing book value. In addition, intangible assets comprise a significant portion of Marriott’s balance sheet -- making up $19,265 million, or 76.33% of asset value (Marriott International, Inc, 2022). While some analysists can view such high PB values as a sign that a stock is overvalued, this appears to be a case where stockholders place a higher value on intangible assets than are accurately reflected in the book value. Investors obviously place a higher value on the firm’s intellectual property and branding than the GAAP balance sheets do. Hilton Worldwide Holdings Inc. In contrast to Marriott, Hilton’s PB value has been negative for several years (See Appendix B). The negative PB value is due to negative shareholder equity, a result of being highly leveraged (See Appendix C). Like Marriott, Hilton has shifted its capital management to an asset-light approach, making it overemphasize intangible assets in the PB value (McClure, 2022). In addition, Hilton has historically committed to repurchasing outstanding shares through their stock repurchase program (Hilton.com, 2020). While this was halted shortly after the pandemic began, the impact of the treasury stocks on the balance sheet (Hilton Worldwide Holdings Inc, 2022) remains a significant factor in the creation of negative equity for the company. While negative equity certainly plays a role, asset balance should not be discounted for Hilton, either. Hilton’s intangible assets accounted for $11,649 million of the assets in March 2022, or approximately 75.35% of its assets. Like with Marriott, intangible assets are the main driver of assets (and asset creation) within the company. Increasing franchise growth, a major 9 source of revenue growth in the industry, heavily relies on significant intellectual property assets such as branding to attract potential franchisees to the company. Role of Intellectual Property Kickstarted by Marriott in 1992 (Hotel Management International, 2018), the hotel industry has increasingly been selling off their hard assets (like buildings and land) to REITs – a strategy that has come to be known as ‘asset-light.’ As such, intangible assets and, by extension, intellectual property plays a significant role in asset creation and hotel management. Intellectual property has historically comprised four main forms: copyright, trademark, patent, and trade secrets (Kenton, 2021). However, there are a few additional emerging intellectual property classifications are that becoming increasingly important to the hotel industry (World Intellectual Property Organization and World Tourism Organization, 2021). These include certification and collective marks and geographical indications. These new intellectual property classifications are not typically owned by the hotel companies themselves, however involvement with the creating organizations can generate increased revenue in the participating hotel locations. Loyalty programs, computer systems, training programs, and technological innovation are all pieces of intellectual property that create significant value to their hotel company owners, serving as vital pieces of differentiation in a competitive industry. Brand Recognition Overall brand recognition and identification is the most vital component of intellectual property rights within the hotel industry (Kenton, 2021). The trademarking of names, slogans, logos, color schemes, particular décor features, and even unique menu names all play a role with brand recognition. Strong branding allows firms to reach consumers through messaging – 10 enhancing the feeling of connection and personality congruence that is so important in creating brand loyalty (Nam, Ekinci, & Whyatt, 2011). Consumers who are brand loyal are less price sensitive than those who are not. The same study found that consumers tend to be more loyal to companies that match their perceived social and emotional lifestyle. Hotels that are properly branded for their desired customer segment will have an easier time attracting and retaining customers throughout market segments. By creating unique brands targeted to different segments, it can ease the entry into emerging markets and create a competitive advantage in the industry. Strong brand recognition and reputation within the industry assist in franchise expansion – a business scenario where one company sells the rights to use its intellectual property to another in return for fees and royalties (Hayes, 2021). Robust brand reputation allows for company expansion with virtually no capital investment, which has led firms like Hilton to launch large global franchising initiatives (Hilton.com, 2021). Smaller companies are attracted to the existing brand reputation and level of recognition, as it provides an immediate customer base of brandloyal consumers, and the parent companies generate increased revenue and recognition as more locations open globally. Price Elasticity Study Design for Marriott International, Inc. Price sensitivity of the customer base is a main concern for hotel management throughout the globe (Blengini & Heo, 2020). As the travel and tourism industry is affected by changes in the overall economy (both leisure and business travel markets), understanding how price changes will affect demand in their hotels is crucial to implementing proper pricing strategies. A further complicating factor is that price sensitivity (and, thus, price elasticity) is also influenced by 11 geography, seasonality, and market segment along with customer loyalty, brand recognition, and other social factors. A study done in 2012 by Corgel, Lane, and Woodworth found that price elasticity is inelastic when looked at on a national scale, and it increases in elasticity as the perspective decreases in size. For example, cities exhibit more price elasticity than states, or the country. In addition, price elasticity increases as one examines the luxury hotel market segment versus the economy segment. The authors also found that demand closely aligned with economic conditions, particularly income elasticity, which produced significant shifts in the demand curve. Finally, they found that short-run price elasticity tends to be largely inelastic, gradually gaining elasticity as one looks further to the future. It also makes sense to theorize that length to booking affects price elasticity, as further away from the travel date a consumer is, the more time and ability they have to price compare through the various booking venues. Marriott International operates 30 hotel brands that target every market segment throughout 139 countries (Marriott.com (a), n.d.). Their loyalty program is ranked third for “Hotel Rewards Programs” by U.S. News and World Report (U.S. News and World Report, n.d.). Business travelers tend to highly weight brand inclusion in their preferred loyalty program (McGuire, n.d.). However, leisure travelers have shown that brand loyalty (even when enrolled in a particular loyalty program) is not a major factor in booking their next hotel stay (RevenueHub, 2022). This is a complicating factor, as business travel has been much reduced by the pandemic and it is not recovering nearly as fast as the leisure travel market (iSeatz, 2022). While loyalty programs are used for data mining and marketing purposes (Lentz, Berezan, & Raab, 2021), managers have traditionally ignored their application when it comes to dynamic pricing strategies. Many studies have shown that true brand loyalty creates less price sensitive customers 12 (and, thus, price inelasticity), but few have examined the price elasticity of the loyalty program membership across the market segments. As the loyalty program generates a significant amount of data on its members, all hotels (including the Marriott) should be concerned with how the loyalty program ties into price sensitivity and overall revenue management, especially considering how frequently program cost is criticized. This type of fundamental economic understanding is especially vital in the current economic situation. A survey of consumers in the first quarter of 2021 by GlobalData showed increased price sensitivity compared to pre-pandemic times and found that “price is the most important factor to 47% of consumers when selecting accommodation” (Tore, 2021). In their survey, ‘loyalty and prestige’ ranked last in importance. The fear of recession combined with high inflation is creating situations where travelers who might normally choose mid-scale or above, will start to look more at budget or economy segment options. The first step in the study would be to create individual market segments to analyze. The primary market segmentation would be along hotel star categories. “Budget or economy” would be considered 1-to-2-star brands, “mid-scale” would be 3-star, “upper-scale” 4-star, and “luxury” 5-star brands. A generic location, appealing to both leisure and business travelers would be chosen, as the study would seek to identify price sensitivities among the market segments, not geographic location. Study participants would be initially targeted by participation in the Marriott Bonvoy loyalty program combined with plans for upcoming travel (within the next year or two), with a random sampling of consumers within each loyalty program tier. These reward tier consumer samples would be kept separate, to further identify the price sensitivity between travelers of varying frequency. Once participation was confirmed, the study would examine the data collected from their previous stays to conduct a retrospective and compare it to the averages 13 in the different market segments. As hotel categories increase, demand should become more elastic and show greater price sensitivity, which could indicate that the specific consumer might be looking to downgrade categories during the current trips. The second step of the study would be to create and implement a survey on upcoming travel. The survey would show participants pictures of random hotels in each category, along with a description (including the star rating) of the location and the amenities offered. The first several questions would utilize price laddering, where the customers are shown a series of prices and they indicate whether they are willing to purchase the hotel room for that rate or not. The next several questions would follow the Van Westendorp’s Price Sensitivity Meter (Van Westendorp’s Price Sensitivity Meter, 2021), with the customer able to fill in the blanks for the four questions. This would allow the researchers to have cumulative distributions to estimate price levels for each hotel category, while also measuring the tolerance for price alterations. Previous research has indicated price elasticity decreases for loyal customers and budget hotel shoppers (Nam, Ekinci, & Whyatt, 2011), it would be expected that both the highest tier of loyalty program members and the budget hotel segment would show the most inelastic demand. As the luxury hotel category would be expected to have the most elastic demand, it can also give the upper and mid-scale hotel managers an idea of where their prices can be set to lure the pricesensitive travelers away from the premium segment. The final step of the study would be to recruit consumers to participate who are not Marriott Bonvoy loyalty members. By having them adhere to the same requirements (upcoming travel) and by answering the same questions, a comparison could be made between the loyalty program members and non-participants as to their overall price sensitivity. As the lowest tier of the loyalty program only requires a simple signup, it would be expected that the price elasticity 14 would align with non-participants and would be the highest of all loyalty reward tiers. As the loyalty tier increases, it would be expected that price elasticity would decrease, as the reward benefits offered through the program would mitigate the effect of minor price changes. Labor Analysis The hotel and motel industry within the NAICS code 72111 generated over $133 billion in revenue across 92,746 hotel locations and employed over 1.36 million workers within the United States in 2021 (See Appendix E and F). While the employment level does mark a significant increase from the low of 2020, it reflects a 19.9% decrease from 2019 levels. The labor shortage is continuing into 2022, with the U.S. Travel Association estimating that the leisure and hospitality industry employment is still down 8.5% as of June 2022 (U.S. Travel Association, 2022). Employee Classes Within the Industry The U.S. Bureau of Labor Statistics (BLS) publishes an employment matrix that breaks down employee classes within industries, and this analysis targets 721100 – the traveler accommodation services industry group (United States Census Bureau, 2022). While this does include many accommodation options not considered in other parts of this analysis, for purposes of this paper it is not unreasonable to extrapolate that employment and wage information would not vary very much when looking at the individual NAICS industries. The top three occupation classes within the industry made up almost 68% of the total industry employment (See Appendix G for the full breakdown) in 2021. 15 Building, Grounds, and Maintenance Operations The largest class of workers within the industry falls into major occupation code 37-0000 – ‘building and grounds cleaning and maintenance operations’ (U.S. Bureau of Labor Statistics, 2022). This code includes pest control, landscaping and groundskeeping, janitors, and maid/housekeeping occupations. This employee class comprised 27.9% of the industry, with the maids and housekeeping code (37-2012) comprising 24%. This employee class is expected to grow within the industry – adding approximately 79,900 jobs by 2030, 71.3% of which will be maids and housekeepers. However, data indicates that the percentage of employees falling within this classification declined from 2020, when the total proportion was 28.5% of the workforce. According to the Bureau of Labor Statistics, maids and housekeepers earned a median salary of $13.39 and a mean of $13.58 per hour in 2021. This occupation code earns around 28% less than the average hourly earnings of nonsupervisory employees within the industry (See Appendix H). The average hourly wage is approximately 4.7% below the national average of $14.22 an hour, indicating the industry could potentially be having an issue attracting this occupation class away from other industries. In addition, while wages have increased by 6.4% over 2019, that is still below the increase in the national hourly wage for the occupation class of 10.3% (Bureau of Labor Statistics, 2022). The May 2021 occupation and wage statistics (See Appendix I) show significant regional variations, from a low of $12.47 an hour in Ohio up to $19.37 an hour in New York. Recent listings on Glassdoor.com confirm the regional variation exists within this class. Marriott International is advertising $26 an hour for a housekeeper in Koloa, Hawaii, while Hilton’s listing for a housekeeper in Aberdeen, Maryland lists $13 – 16 per hour (Glassdoor, 16 2022). The listings vary even within region, however, with some companies’ offerings as low as $11 an hour, while others offer $18, primarily centering around a specific geographic location (in city centers). In certain regions, hotels are even offering hiring bonuses. Walt Disney World in Orlando is hosting a job fair on July 19, 2022, offering a starting pay of $17 an hour plus a $1,000 signing bonus for housekeeping roles (Walt Disney World, 2022). While regional variation exists, there does not appear to be any significant difference in pay throughout the market segments. Office and Administrative Support Occupations Occupation code 43-0000, and its subclasses of hotel, motel, and resort desk clerks (43-4081), various other clerks, and their supervisors comprise the second largest employee class with 20.78% of the industry workforce (an increase over 2020, when it was the third largest employee class at 19.2%). The largest subclass, with 14.61% of the workforce is “Hotel, Motel, and Resort Desk Clerks.” Alternatively known as front desk agents, desk clerks, and guest service agent, these employee subclass had an average hourly wage of $13.45 (median $13.38) in 2021 according to the Bureau of Labor Statistics (2022). The overall class of 43-0000 is expected to grow by 17.3% by 2030, comprised mostly by the growth in demand for front desk clerks. This is one of the few classes, however, that has employee subclasses projected to decrease over the next eight years. These subclasses include nearly obsolete professions such as switchboard and telephone operators (a decline of 8.9%), executive secretaries and administrative assistants (3.1%), and data entry workers (9.7%). Wages for this employee class also tend to vary among regional lines and not by market segment, though they show far weaker regional variation than the previous two subclasses have 17 shown (Glassdoor, 2022). The May 2021 report from the Bureau of Labor Statistics found that mean hourly wages for code 43-4081 varied from a low of $11.80 in Texas to a high of $16.49 in California (See Appendix I and J). While a few job listings on Glassdoor were stated to offer $20 (or more) an hour for a front desk associate position, most of the listings clustered in the $15 – $18 per hour range. In addition, the industry wage tracks the national wage closely, potentially because this class is narrowly defined and has very few extra-industry competitors for this job class. Food, Preparation, and Serving-Related Occupations The third-largest occupation class within the 7211 industry group is code 35-0000 – or “food, preparation, and serving related occupations.” This code includes chefs, cooks, servers, bartenders, dishwashers, restaurant hosts, and their front-line supervisors. This employee class makes up around 19.01% of the industry’s employees, with servers (35-3000) as the most prevalent subsection at 8.75% of industry employment. This class, like most within the traveler accommodation industry, is estimated to increase by 109,600 jobs by 2030, an increase of 30.4%. This class of employees, however, has suffered the largest decline in year-over-year employment within the industry group, going from 23.7% of the workforce in 2020 down to 19.01% in 2021. This occupation class has a wide range of salaries. At the top end, chefs and head cooks (351011) earned an average hourly rate of $32.34 ($29.69 median) in 2021 according to the Bureau of Labor and Statistics (2022). Waiters and waitresses (35-3030) earned a mean hourly wage of $14.16 but a median of $12.73 (See Appendix H). One potential reason for the gap between the mean and median hourly wages for the waiter and waitress subclass is the nature of tipped 18 positions. Employees who wait tables in restaurants with high menu prices will earn higher amounts in tips – making it feasible that the highest tip earners are increasing the mean wage. In this case, it is reasonable to believe that the median wage is a more accurate indicator of the occupation’s wages within the industry. Like the occupation class 37-2012, there appears to be regional variations for salaries, extending from a low in Ohio of $11.45 an hour up to a high of $19.09 an hour in New York (See Appendix J). Industry wages remain above the national average even though the industry’s average wage fell between 2020 and 2021 (See Appendix H). Research into job postings on Glassdoor.com confirms the high regional variation for salaries, but not necessarily large-scale market segment variations (though it could be a hidden factor in the difference between the mean and median server wages). As an example, the Ritz Carlton in Kapalua, Hawaii (5-star) and Sheraton Maui Resort and Spa in Lahaina (4-star) both have listings for line cooks at a pay rate of $30 an hour, while hotels across all classes in Orlando, Florida are offering around $15 – 18 an hour. A potential reason for limited market segment wage differentiation is because budget and economy hotels rarely have restaurants, so a large percentage of the cook and server positions will be held in mid-scale and above segments. Other Occupations Within the Industry While the top three employee classes make up over 2/3 of the total industry workforce (67.69%), there are many other occupations within the traveler accommodation sector. The mean hourly wage for all employees within this industry during May of 2022 was around $22.21 according to the Bureau of Labor and Statistics, while nonsupervisory employees had a mean wage of $19.41 per hour. When compared to the mean wages of the largest employee classes, 19 these wage statistics show that most employees within the hotel industry earn less than the mean wage (See Appendix H). Occupation categories 11 (Management Occupations) and 13 (Business and Financial Operations Occupations) are among the highest paid within the industry while consisting of only 8.54% of the workforce. Both classes are expected to grow by 30% by 2030. According to the Bureau of Labor and Statistics, the mean annual wage for lodging managers was $31.82 last year, while the median was $28.53. Wages within these categories vary drastically depending on the management specialty, experience, and location. The Biggest Issue Facing the Hotel Industry Today BWH Hotel Group President and CEO, Larry Cuculic, did not refrain from giving his honest opinion to a question regarding the most pressing issue faced by the hotel industry in 2022, “Overwhelmingly the answer to that question is labor” (McCracken, 2022). As travel restrictions have eased, demand bounced back tremendously, catching the hotel industry (which laid off 6.2 million employees in response to the pandemic) flat-footed in response (Ross, 2021). While wages have risen 13.6% since February of 2020, the leisure and hospitality industry is still the lowest-paid industry according to the Bureau of Labor Statistics (Kaplan and Hoff, 2022). In addition, it’s the industry that is taking the longest to recover, with estimates the industry is currently still 1.4 million jobs short (U.S. Travel Association, 2022). The industry has implemented several changes in response to the labor shortage. As mentioned before, wages are rising, signing bonuses offered, and benefits are being increased, but the industry is still struggling to hire and retain workers. Many hotels have implemented optin housekeeping, where maid service must be requested by the customer to be given (Levere, 2021). Other amenities and services typically offered at 3 and 4-star hotels are being eliminated or reduced (such as doormen, porters, and room service), while available hours for restaurants, 20 spas, health clubs, bars, and shuttle services are being reduced (or the offerings are closed entirely) (Henderson, 2022). Loyalty program benefits are diminishing, and free breakfast options are becoming rare – even the club-level lounges are being closed or severely limited. In addition to the increased wages and the reduction of amenities, hotels are also increasingly turning to alternate forms of customer service through technology. Robotic technology is being developed and implemented in hotels worldwide (Diller, 2022). The robots can be used to accomplish a number of minor tasks once completed by human counterparts – they can deliver room service, run food in restaurants, vacuum common areas, and clean flooring. Another technological innovation is the use of mobile apps to check-in and even act as room keys, reduced the amount of traffic at the front desk stations and, thus, the required number of employees (Hertzfeld, 2018). This type of technological innovation also has the potential to increase customer satisfaction through eliminating front desk wait times. Another serious labor issue facing the hotel industry is declining customer satisfaction scores (The American Customer Satisfaction Index, 2022). The ACSI index for hotels fell 2.7% to 71, lower than the satisfaction levels for airlines, online travel agencies, and car rental companies. Areas such as the quality of the loyalty program, quality of amenities, and quality of food services were all at or below the threshold for customer dissatisfaction, according to the study. Unfortunately, mitigating this issue is problematic, as it stems mostly from the labor shortage. There is no one easy solution to a labor shortage in an industry as competitive as traveler accommodation. Hilton’s CEO has implied the changes will be permanent, but industry observers are not convinced it will be feasible for the hotel chains to completely maintain in the long term (Schlappig, 2021) without sacrificing revenue and guests to short-term lodging alternatives. Creating a scenario where customer satisfaction scores fall below reasonable 21 thresholds due to the continuance of unpopular strategies could end up creating longer-term problems for brands conscious of their reputation and image. Capital Analysis Financial capital activities are related to the use of equity or debt to finance asset acquisition, increase working capital, or generate stockholder benefits. It can include selling assets to generate cash, issuing stocks or taking on debt to finance business activities, and issuing dividends for shareholders. Asset sales, mergers and acquisitions, franchise acquisitions, and even outsourcing and partnerships are viewed as capital activities common within the hotel industry. Mergers, Acquisitions, and the Asset-Light Model Since the mid-90s, one of Marriott’s growth strategies is through acquiring brands and then leveraging the brand’s identity and reputation within the desired market segment to provide opportunities for revenue throughout the industry (Rockett, 2022). In 2015, Marriott International announced their purchase of fellow hotel group, Starwood Hotels & Resorts Worldwide (Marriott.com (b), n.d.). It filed the 8-K with the SEC on March 25, 2016 and the voters approved the merger on April 8th. This merger created the largest hotel chain in the world, adding Starwood’s 11 brands to Marriott’s portfolio. To partially finance this acquisition, Marriott International issued $1.5 billion in Series Q and R notes. Keeping with Marriott’s traditional asset-light strategy, it planned to sell all of Starwood’s owned properties, which was estimated to bring in an additional $1.5 to $2 billion in capital (Fox, 2016). In addition to the capital gains from selling the properties, Marriott estimates that the combination of the two groups will eventually save $250 million annually due to the cost synergies created. 22 Debt and Equity Movement Prior to 2020, Marriott had been pursuing an aggressive stock buyback effort – adding $4,967 million to treasure stock between the ends of fiscal year 2017 through 2019 (See Appendix D), decreasing the number of shares outstanding by over 35 million. While revenue was steadily increasing (until 2020) and net income remained high after peaking in 2018, the stock buyback program and the payment of dividends throughout the past five years have caused common equity to decline to a low of $430 million at the end of 2020. Marriott has opted to utilize its access to credit to increase its liquidity and ensure solid financial footing while increasing shareholder value (Marriott International, Inc, 2022). The decision to rely on debt to finance operations and improve shareholder value has added almost 40% to the stock price since August of 2017 (NASDAQ: MAR, 2022). Long-term debt has risen along a similar trajectory, increasing $2,143 million from 2017 – 2019. Total liabilities increased $4,174 million over the same period, with interest expense rising by over 36.8% (Marriott International, Inc., 2022). Looking past the pre-pandemic times, interest expense and liability levels peaked in 2020 as Marriott struggled to survive the worldwide shutdown before tapering off in 2021 and the first quarter of 2022. Partnerships and Franchising The large hotel companies are in the midst of an extensive global expansion (Burgos, 2022). As the threat of the pandemic recedes, there are expectations that global, cross-border, travel will resume at a strong pace. The entire Asia-Pacific region is one of the hotspots for emerging market development in the industry. One of the primary methods of expansion for the large hotel chains is through franchising. Marriott International is targeting 1,000 properties in the region by 23 2022 (Marriott.com, 2022). Franchising agreements allow companies to best leverage their intellectual property (specifically their brand, procedures, and cost-saving synergies) to grow revenue and reach without investing capital. These types of agreements create an immediate customer base and demand for the franchisee, while providing long-term revenue through initial franchise fees and ongoing royalty fees. In addition to the revenue brought in, hotel companies recoup some of the costs related to company-wide advertising, loyalty programs, and the comprehensive reservation system through additional fees (Libava, 2017). Partnerships are another avenue the hotel industry is utilizing to enhance the guest experience, further define their brand, and increase revenue. Upscale brands, in particular, turn to partnerships to reinforce their position within the luxury market (Medina, 2017). By forming collaborative agreements with celebrity chefs, trainers, fashion icons, hair stylists, and brands hotels can utilize marketing synergy to diversity their brand against the competition and increase revenue through packaging and increased service sales. Marriott International announced multiple luxury partnerships in 2011 between their JW Marriott hotel brand and upscale brands, including Tumi, Treasury Wine Estates, and a celebrity nutritionist (Levere, 2011). Destination partnerships with locations or airlines, especially regarding emerging markets, can add to the brand experience and message, while contributing to revenue growth with ancillary services such as tourism packages. Marriott International turned to a partnership with the National Park Foundation in the United States to offset the impact of the pandemic in 2020 by creating opportunities for discounted outdoor vacations near national parks (Marriott.com, 2020). One final major form of partnership in the hotel industry is with online travel agents, or OTAs, like Hotels.com or Expedia. While most partnerships are looked upon as mutually 24 beneficial, the relationship between OTAs and hotel chains is more complicated (Chang, Hsu, & Lan, 2019). While OTAs broaden the market for many hotel firms, they charge high fees which increase costs and withhold vital customer data, which hampers hotel’s ability for comprehensive customer data analysis. Cooperation exists within the partnership, but the power imbalance (with the OTA dictating costs and hotel operators forced to either accept them or lose the potential revenue from the platform) has also created a form of competition in hotels’ increasing emphasis on direct booking. Marriott is a prime example of this tension – in 2019, the company originally threatened to cut ties with the Expedia Group before announcing a signed contract in the same year (Funnell, 2019). Outsourcing Outsourcing within the hotel industry is used as a cost-reduction method, allowing larger companies to outsource entire departments to specialized companies, reducing the demands on the corporate infrastructure. In 2013, Marriott International chose to capitalize on the cost savings generated by outsourcing when it signed an agreement with Accenture to take over the entire company’s finance and accounting operations (Clabaugh, 2013). In addition, individual locations in Marriott’s portfolio have chosen to outsource portions of their operations. One recent example is the Marriott Marquis in New York city. Due to rising costs and labor difficulties, the Marquis is set to finalize the outsourcing of their restaurant operations in May 2022. (Reill, 2021). Marriott hotels throughout the company are utilizing this kind of outsourcing with their catering and banquet services to offset the rising costs. Uniqueness of Capital Activities in the Hotel Industry Every company operates differently, but there are few (if any) unique activities within the 25 hotel industry. Due to high rivalry, there are limited public actions that can be undertaken by one business that will not be replicated by others once proven to be successful. Marriott might have completed one of the largest buyouts in the hotel industry, but the action of growth through acquisition is a common trend in today’s industry (Industry Profile: Global Hotels & Motels, 2021). Hotel chains are looking to grow their brand portfolio while utilizing cost synergies of mergers, and independent operators are increasingly looking for larger audiences and the overall protection of global brand reputation to drive and sustain revenues. There is concern that the industry is becoming too concentrated, with independent hotels merging with the larger chains more frequently, condensing profits within a few large companies that might start to control the industry. The asset-light model, while origination in the 90s with the actions of Marriott, has become the strategy of virtually every large hotel chain. Hilton and Accor have recently pursued assetlight strategies, with Hilton completing the process in 2017 (Bhattarai, 2017) and Accor following in 2019 (Accor.com, 2019). Accor combined the asset-light move with a €1 billion stock buyback program designed to shift capital and increase shareholder value (Doggrell, 2020). IHG and Wyndham are also among the leading hotel chains that employ the model, while Hyatt has begun to use an “asset-lighter” approach over the past several years (Ting, 2019). The asset-light strategy has been employed by many hotel chains in efforts to focus on hotel management and franchising fees as revenue. One of the most popular revenue and global growth strategies within the industry is the utilization of franchising models. This allows companies to be more flexible and reactive to the market by keeping the high-cost and difficultto-move hard capital off the balance sheet, while also creating a more specialized company that 26 can focus on the brand instead of capital concerns such as maintenance or profitability from real estate. This type of strategy also reduces overall risk to the company (Rockett, 2022) and has facilitated a change in the major hotel brands from traditional hotel companies to “branding and technology companies.” Every major hotel chain holds franchise agreements with smaller operators and analysis of the industry indicates that the franchise outreach continues to grow. Partnerships and outsourcing are other areas where Marriott is not alone. While the overall OTA relationship with the hotel industry can be fraught, every major hotel chain partners with them to a certain level. Firms are continually attempting to diversity their brands from the competition, enhancing its position within the market segment. Due to these actions, companies will continue to seek out profitable partnerships with regional entities, luxury brands, OTAs, travel agencies, or any potential partnership that can create differentiation, improve revenue, and generate increased brand equity. Hilton recently formed a partnership with the Society of Incentive Travel Excellence (SITE) that includes “integrated marketing efforts” as a benefit of the alliance (SITE Staff, 2021). Finally, with the hotel industry’s profitability being so dependent upon economic conditions and discretionary spending, achieving strong shareholder value by utilizing leverage can help keep the market price stable even in difficult economic times. Hilton authorized $2 billion for stock repurchase in 2020 (a move curtailed by the pandemic, though it has recently restarted the initiative), strengthening the existing commitment to its stockholders (Hilton.com, 2020). Analysis of the balance sheet (See Appendix C) shows a pattern similar to that of Marriott’s, where treasure stocks increase, causing common equity to fall as liabilities rise. While there are unique opportunities to be had within the hotel industry (through trade secrets and trademarking), very few public business decisions will fail to be copied by the competition. 27 Innovative usage of technology, strategic business decisions, asset management strategies, partnership pursuits – all will be copied throughout the market segments. 28 References Bhattarai, A. (2017, January 6). Hilton completes split into three independent companies. 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Hyatt Doubles Down on Its Asset Lighter Approach. Skift. https://skift.com/2019/03/06/hyatt-doubles-down-on-its-asset-lighter-approach/ Tore, O. (2021, June 24). Hotel Loyalty Not Important for Travelers. FTNNews. https://ftnnews.com/accommodation/42032-hotel-loyalty-not-important-for-travelers U.S. Bureau of Labor Statistics. (2022a). May 2021 National Occupational Employment and 37 Wage Estimates United States [Data Set]. Department of Labor. Retrieved July 14, 2022 from https://www.bls.gov/oes/current/oes_nat.htm U.S. Bureau of Labor Statistics. (2022b). National Employment Matrix: Employment Projects for 721100 Traveler Accommodation [Data Set]. Department of Labor. Retrieved July 14, 2022 from https://data.bls.gov/projections/nationalMatrix?queryParams= 721100&ioType=i&_csrf=projections U.S. Bureau of Labor Statistics. (2022c). Occupational Employment and Wages, May 2021 [434081: Hotel, Motel, and Resort Desk Clerks]. Department of Labor. 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U.S. Travel Association. https://www.ustravel.org/research/leisure-and-hospitality-employment Van Westendorp’s Price Sensitivity Meter. (2021, April 30). In Wikipedia. https://en.wikipedia.org/wiki/Van_Westendorp%27s_Price_Sensitivity_Meter Walt Disney World. (2022, July 6). Housekeeping Job Fair, July 19, 2022 - $1,000 Hiring Bonus. Disney Careers. https://jobs.disneycareers.com/job/orlando/housekeeping-job-fairjuly-19-2022-1-000-hiring-bonus/391/32057812336 World Intellectual Property Organization and the World Tourism Organization. (2021). Boosting Tourism Development through Intellectual Property. Retrieved from WIPO. https://www.wipo.int/publications/en/details.jsp?id=4543&plang=EN World Travel & Tourism Council. (2021, June). Travel & Tourism Economic Impact 2021. Retrieved from WTTC.org. https://wttc.org/Portals/0/Documents/Reports/2021/Global% 20Economic%20Impact%20and%20Trends%202021.pdf?ver=2021-07-01-114957-177 39 Appendix A United States Hotel Industry Revenue by Type Guest room rentals from properties with under 75 rooms 20.2% Other services 10.8% Restaurants and bars 9.3% Guest room rentals from properties with over 500 rooms 8.4% Guest room rentals from properties between 300 and 500 rooms 6.9% Guest room rentals from properties between 75 and 299 rooms 44.4% Adapted from IBISWorld Industry Report: 72111. (Ristoff, 2021). 40 Appendix B History of Price-to-Book Value for Major Companies within the Hotel Industry Company Name (Stock Symbol) 12/31/2018 12/31/2019 12/31/2020 12/31/2021 3/31/2022 7/14/2022 Marriott International, Inc. (MAR) 16.21 69.47 99.35 38.06 32.4 26.01 Hilton Worldwide Holdings Inc. (HLT) 37.59 NM NM NM NM NM Hyatt Hotels Corporation (H) 1.94 2.29 2.34 2.96 2.99 2.31 Wyndham Hotels & Resorts, Inc. (WH) 2.97 4.7 5.63 7.54 6.69 5.13 Choice Hotels International, Inc. (CHH) NM NM NM 32.45 25.07 19.65 Adapted from MacroTrends data. (MacroTrends, 2022a, 2022b, 2022c, 2022d, 2022e) 41 Appendix C Restated Balance Sheet: Hilton Worldwide Holdings Inc (HLT) Balance Sheet Balance Sheet as of: Restated Dec-31-2017 Dec-31-2018 Dec-31-2019 Dec-31-2020 Dec-31-2021 Mar-31-2022 570.0 570.0 403.0 403.0 538.0 538.0 3,218.0 3,218.0 1,427.0 1,427.0 1,432.0 1,432.0 Accounts Receivable Other Receivables Total Receivables 1,005.0 36.0 1,041.0 1,150.0 1,150.0 1,261.0 1,261.0 771.0 771.0 1,068.0 1,068.0 1,054.0 1,054.0 Prepaid Exp. Restricted Cash Other Current Assets Total Current Assets 127.0 100.0 169.0 2,007.0 160.0 81.0 189.0 1,983.0 130.0 92.0 72.0 2,093.0 70.0 45.0 98.0 4,202.0 89.0 85.0 202.0 2,871.0 165.0 78.0 132.0 2,861.0 Gross Property, Plant & Equipment Accumulated Depreciation Net Property, Plant & Equipment 803.0 (450.0) 353.0 848.0 (481.0) 367.0 1,756.0 (509.0) 1,247.0 1,604.0 (486.0) 1,118.0 1,504.0 (505.0) 999.0 949.0 11.0 5,190.0 6,276.0 111.0 280.0 14,228.0 16.0 5,160.0 6,156.0 90.0 223.0 13,995.0 5,159.0 6,078.0 100.0 280.0 14,957.0 5,095.0 5,823.0 194.0 323.0 16,755.0 5,071.0 5,835.0 213.0 452.0 15,441.0 41.0 5,061.0 5,831.0 213.0 503.0 15,459.0 282.0 1,756.0 46.0 12.0 366.0 2,462.0 283.0 1,431.0 16.0 350.0 535.0 2,615.0 303.0 1,448.0 170.0 332.0 618.0 2,871.0 224.0 1,175.0 226.0 370.0 436.0 2,431.0 274.0 1,645.0 194.0 350.0 556.0 3,019.0 1,604.0 1,165.0 45.0 271.0 3,085.0 Long-Term Debt Long-Term Leases Unearned Revenue, Non-Current Pension & Other Post-Retire. Benefits Def. Tax Liability, Non-Curr. Other Non-Current Liabilities Total Liabilities 6,323.0 233.0 829.0 165.0 931.0 1,594.0 12,537.0 7,041.0 225.0 826.0 145.0 898.0 1,687.0 13,437.0 7,785.0 1,245.0 827.0 134.0 795.0 1,772.0 15,429.0 10,317.0 1,167.0 1,004.0 143.0 649.0 2,530.0 18,241.0 8,599.0 1,024.0 896.0 25.0 700.0 1,997.0 16,260.0 8,577.0 966.0 846.0 719.0 1,963.0 16,156.0 Common Stock Additional Paid In Capital Retained Earnings Treasury Stock Comprehensive Inc. and Other Total Common Equity 3.0 10,298.0 (6,981.0) (891.0) (741.0) 1,688.0 3.0 10,372.0 (6,417.0) (2,625.0) (782.0) 551.0 3.0 10,489.0 (5,965.0) (4,169.0) (840.0) (482.0) 3.0 10,552.0 (6,732.0) (4,453.0) (860.0) (1,490.0) 3.0 10,720.0 (6,322.0) (4,443.0) (779.0) (821.0) 3.0 10,702.0 (6,110.0) (4,573.0) (720.0) (698.0) Total Equity 1,691.0 558.0 (472.0) (1,486.0) (819.0) (697.0) Total Liabilities And Equity 14,228.0 13,995.0 14,957.0 15,441.0 15,459.0 ASSETS Cash And Equivalents Total Cash & ST Investments Long-term Investments Goodwill Other Intangibles Deferred Tax Assets, LT Other Long-Term Assets Total Assets LIABILITIES Accounts Payable Accrued Exp. Curr. Port. of LT Debt Curr. Port. of Leases Curr. Income Taxes Payable Unearned Revenue, Current Other Current Liabilities Total Current Liabilities 16,755.0 Adapted from Standard and Poor’s NetAdvantage. (Standard & Poor’s, 2022a) 42 Appendix D Restated Balance Sheet: Marriott International, Inc. (MAR) ** All currency figures in the millions of USD Balance Sheet Balance Sheet as of: Restated Dec-31-2017 ASSETS Cash And Equivalents 383.0 Total Cash & ST Investments 383.0 Dec-31-2018 Dec-31-2019 Dec-31-2020 Dec-31-2021 Mar-31-2022 316.0 316.0 225.0 225.0 877.0 877.0 1,393.0 1,393.0 1,042.0 1,042.0 Accounts Receivable Total Receivables 1,973.0 1,973.0 2,133.0 2,133.0 2,395.0 2,395.0 1,768.0 1,768.0 1,982.0 1,982.0 2,112.0 2,112.0 Prepaid Exp. Other Current Assets Total Current Assets 235.0 149.0 2,740.0 249.0 8.0 2,706.0 252.0 255.0 3,127.0 180.0 2,825.0 251.0 3,626.0 264.0 3,418.0 Gross Property, Plant & Equipment Accumulated Depreciation Net Property, Plant & Equipment 2,890.0 (1,097.0) 1,793.0 3,473.0 (1,517.0) 1,956.0 4,093.0 (1,301.0) 2,792.0 3,154.0 (888.0) 2,266.0 3,415.0 (850.0) 2,565.0 2,555.0 Long-term Investments Goodwill Other Intangibles Loans Receivable Long-Term Deferred Tax Assets, LT Deferred Charges, LT Other Long-Term Assets Total Assets 734.0 9,207.0 8,544.0 142.0 93.0 295.0 298.0 23,846.0 732.0 9,039.0 8,380.0 125.0 171.0 324.0 263.0 23,696.0 577.0 9,048.0 8,641.0 117.0 154.0 595.0 25,051.0 422.0 9,175.0 8,989.0 159.0 249.0 616.0 24,701.0 387.0 9,073.0 8,926.0 144.0 228.0 604.0 25,553.0 361.0 9,069.0 5,974.0 141.0 228.0 2,917.0 575.0 25,238.0 783.0 2,488.0 398.0 2,138.0 5,807.0 767.0 2,292.0 833.0 2,545.0 6,437.0 720.0 2,592.0 971.0 136.0 2,258.0 6,677.0 527.0 1,668.0 1,166.0 154.0 325.0 1,912.0 5,752.0 726.0 1,826.0 798.0 157.0 346.0 2,554.0 6,407.0 737.0 1,995.0 731.0 333.0 2,626.0 6,422.0 Long-Term Debt Long-Term Leases Unearned Revenue, Non-Current Pension & Other Post-Retire. Benefits Def. Tax Liability, Non-Curr. Other Non-Current Liabilities Total Liabilities 7,669.0 171.0 583.0 40.0 605.0 5,389.0 20,264.0 8,351.0 163.0 731.0 485.0 5,304.0 21,471.0 9,812.0 1,033.0 840.0 290.0 5,696.0 24,348.0 9,057.0 969.0 1,542.0 83.0 6,868.0 24,271.0 9,194.0 1,237.0 1,181.0 169.0 5,951.0 24,139.0 8,594.0 1,210.0 1,121.0 179.0 5,940.0 23,466.0 Common Stock Additional Paid In Capital Retained Earnings Treasury Stock Comprehensive Inc. and Other Total Common Equity 5.0 5,770.0 7,242.0 (9,418.0) (17.0) 3,582.0 5.0 5,814.0 8,982.0 (12,185.0) (391.0) 2,225.0 5.0 5,800.0 9,644.0 (14,385.0) (361.0) 703.0 5.0 5,851.0 9,206.0 (14,497.0) (135.0) 430.0 5.0 5,892.0 10,305.0 (14,446.0) (342.0) 1,414.0 5.0 5,831.0 10,682.0 (14,418.0) (328.0) 1,772.0 Total Equity 3,582.0 2,225.0 703.0 430.0 1,414.0 1,772.0 Total Liabilities And Equity 23,846.0 23,696.0 25,051.0 24,701.0 25,553.0 25,238.0 LIABILITIES Accounts Payable Accrued Exp. Curr. Port. of LT Debt Curr. Port. of Leases Unearned Revenue, Current Other Current Liabilities Total Current Liabilities Adapted from Standard & Poor’s NetAdvantage. (Standard & Poor’s, 2022b) 43 Appendix E United States Hotel Industry (72111) Revenue and Employment Statistics Revenue ($ millions) Hotel Establishments Employment Average Employment per location 2015 186,858 89,725 1,578,039 17.58750627 2016 197,351 94,667 1,611,277 17.02047176 2017 200,237 99,779 1,655,893 16.59560629 2018 205,402 102,391 1,664,778 16.25902667 2019 210,745 106,356 1,699,510 15.97944639 2020 93,066 84,954 1,113,314 13.10490383 2021 133,001 92,746 1,361,490 14.67977056 Adapted from IBISWorld Industry Report: 72111. (Ristoff, 2021). 44 Appendix F Adapted from IBISWorld Industry Report: 72111. (Ristoff, 2021). 45 Appendix G 2021 Employment Levels Within the Hotel Industry by Occupation Code 11 Management Occupations 2.19% 2.41% 6.34% 6.56% 2.20% 2.88% 19.01% 20.78% 13 Business and Financial Operations Occupations 33 Protective Service Occupations 35 Food Preparation and Serving Related Occupations 37 Building and Grounds Cleaning and Maintenance Occupations 39 Personal Care and Service Occupations 41 Sales and Related Occupations 2.94% 6.79% 27.90% 43 Office and Administrative Support Occupations 49 Installation, Maintenance, and Repair Occupations 51 Production Occupations ** All other occupations within codes: 15, 17, 19, 21, 23, 25, 27, 29, 31, 45, 47, & 53 Adapted from U.S. Bureau of Labor Statistics data. (U.S. Bureau of Labor Statistics, 2022b). 46 Appendix H Adapted from U.S. Bureau of Labor Statistics data. (U.S. Bureau of Labor Statistics, 2022a) 47 Appendix I 2021 Geographic Mean Hourly Wage By Occupation Code 37-2012 (Maids and 35-3031 (Waiters 43-4081 (Hotel, Motel, Housekeeping State and Waitresses) and Resort Desk Clerks) Cleaners) California $17.35 $17.83 $16.49 Texas $11.97 $12.54 $11.80 Florida $13.94 $12.90 $13.77 New York $19.09 $19.37 $11.95 Ohio $11.45 $12.47 $13.20 Adapted from U.S. Bureau of Labor Statistics data. (U.S. Bureau of Labor Statistics, 2022c, 2022d, 2022e) 48 Appendix J Adapted from U.S. Bureau of Labor Statistics data. (U.S. Bureau of Labor Statistics, 2022a).