By Jason Ng 

KUALA LUMPUR, Malaysia--The disappearance of Malaysia Airlines Flight 370 and a spate of kidnappings will likely hurt Malaysia's tourism industry until at least 2015 as travelers scrap or delay trips, the country's tourism chief said.

Tourism Minister Mohamed Nazri Abdul Aziz said that as of April, more than 30,000 bookings were canceled or delayed because of travelers' concerns about the jet that went missing on March 8. Of those, 8,913 bookings were from China. Chinese citizens made up two-thirds of the 239 passengers and crew on the ill-fated Boeing 777.

A string of abductions in the eastern state of Sabah, with the most recent occurring on Monday when two fish-farm workers were seized by armed men, has added to the tourism industry's woes. The latest kidnappings were the third incidents in less than three months in which authorities have blamed groups based in the southern Philippines, a short boat ride away from Sabah's coast.

"Based on information from the industry, the total tourist arrivals could decline starting from April up to 2015 because of this incident," Mr. Nazri told Malaysia's parliament this week, referring to the missing jet and kidnappings. Fewer tourists arrived from China in April, down 0.1% from the same month a year earlier at 168,001 travelers.

Tourism is one of the largest foreign-exchange earners in Malaysia and an important sector that the government has been keen to promote to spur economic development. Tourism generated as much as 65.44 billion ringgit ($20.01 billion) in 2013, with tourist arrivals growing 2.7% to 25.7 million visitors from 2012, data from the tourism ministry showed.

The bulk of Malaysia's tourists come from China and neighbors Singapore, Indonesia, Brunei and Thailand. By 2020, the government hopes to welcome 36 million tourists and draw in as much as 168 billion ringgit in revenue.

To beef up security, Malaysia plans to establish ocean bases and enforce special designated routes for ships entering Sabah waters, Shahidan Kassim, a minister in the prime minister's department, said on Monday. These steps are in addition to increased troops and ships patrolling a special security zone set up in 2012.

The government is confident that measures implemented to date and those to be taken "will increase the security level in the eastern coast of Sabah," Mr. Shahidan added.

In recent years, Abu Sayyaf, a group of Philippine Islamist militant backed by al Qaeda, has been involved in a string of foreign tourist abductions.

Sabah, known for its remote islands and pristine waters is a sought-after diving and snorkeling destination that has been hit hard by the persistent external threats. From the time of the disappearance of Flight 370 until the end of April, national flag carrier Malaysia Airlines has cut 10 flights from Shanghai to Sabah, while China Southern Airlines has canceled 22 flights from Shenzhen and Chinese budget carrier Spring Airlines has axed 44 flights from Shanghai.

Write to Jason Ng at jason.ng@wsj.com

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