The first recording of "Jealous Heart" was made in 1944 by its composer Jenny Lou Carson. That 20 September Tex Ritter recorded the song: his version spent 23 weeks on the C&W chart peaking at #2. 
The song had its first impact in the Pop field via a recording by Al Morgan, a Chicago-based vocalist/pianist whose version of "Jealous Heart" released September 1949 was on the hit parade for six months spending ten weeks in the Top 5.1 
"Jealous Heart" - which Ernest Tubb had recorded in 1945 - was also recorded in 1949 by C&W singers Bill Owens and Kenny Roberts while Pop versions were cut by Bill Lawrence, Jan Garber & His Orchestra (vocal by Don Grabeau) and Hugo Winterhalter & His Orchestra (vocal by Johnny Thompson).
British duo the Tanner Sisters - Frances and Stella - recorded "Jealous Heart" in London 14 October 1949; this version - which retained the lyrics as recorded by Tex Ritter and Al Morgan rather than gender-adjusting them - was released by EMI as HMV#9846 with "Hop Scotch Polka" as the flip. This duo should not to be confused with the American female trio of the same name.
Lale Andersen enjoyed a European comeback in 1952 with a German-language version of "Jealous Heart" entitled "Blaue Nacht am Hafen": Andersen wrote the German lyrics herself under the name Nicola Wilke. 
- 1This Al Morgan is not to be confused with the famed bassist of the same name.
In the fall of 1958 three recordings of "Jealous Heart" were released with the version by Tab Hunter reaching #62 on the Billboard Hot 100 besting the Fontane Sisters' version (#94) and also the version by Les Paul and Mary Ford which did not chart.1
"Jealous Heart" was also a single for Bobby Edwards in 1959.
In the UK the Vernons Girls and Ottilie Patterson had non-charting single versions of "Jealous Heart" in respectively 1959 and 1963 before the version by Irish act the Cadets with Eileen Reid reached #42 on the UK Top 50 dated 6 May 1965.2 
- 1After debuting on the Cash Box Top 100 Singles chart dated 1 November 1958, Tab Hunter's "Jealous Heart" was ranked in tandem with the Fontane Sisters' version on the chart dated 8 November and with the Fontane Sisters and Les Paul & Mary Ford versions on the charts dated 15 November and 22 November: on 22 November the joint position assigned the three versions was #71. On its subsequent charts Cash Box only listed the Tab Hunter version which peaked at #60.
- 2 In the Republic of Ireland this disc - credited to Eileen Reid and the Cadets - reached #7 but with "Right or Wrong" as the A-side.
Connie Francis version
|Single by Connie Francis|
|from the album Jealous Heart|
|B-side||Can I Rely on You|
|Recorded||12 August 1965|
|Genre||Rock and roll|
|Writer(s)||Jenny Lou Carson|
|Connie Francis US singles chronology|
Connie Francis recorded "Jealous Heart" 12 August 1965 in Hollywood CA in a session produced by Jesse Kaye with Ernie Freeman conducting.
Although Francis had had early hits with remakes of traditional Pop songs by the mid-60s she was attempting (with sparse success) to update her sound - the precedent and subsequent releases to her "Jealous Heart" were recorded with Petula Clark's producer Tony Hatch - and "Jealous Heart" was an emphatic throwback to her original hit sound.
The track also served as title cut for an album which was largely a nostalgia concept album heavily featuring standards: "Everything I Have Is Yours," "If You Ever Change Your Mind," "My Foolish Heart" and "Nevertheless" as well as the 1956 hit ballad "Ivory Tower."
Released that November, Francis' "Jealous Heart" peaked at #47 in January 1966: it was ranked substantially higher in both Cash Box and Record World at respectively #29 and #25. In all three trades Francis never had another single reach the Top 60. Her version of "Jealous Heart" was also her last Easy Listening Top 10 hit at #10.  [dead link]
"Jealous Heart" was the last Connie Francis single to rank on the UK charts reaching #44 in January 1966. Also in early 1966 Francis' "Jealous Heart" reached #16 in Canada and #54 in Australia. 
Other versions of the song include those by Bing Crosby, Roy Acuff, Eddy Arnold, Teresa Brewer, Ann Breen, Carl Butler, Eddy Duchin, Margot Eskens (as "Blaue Nacht am Hafen"), Tennessee Ernie Ford, Bill Haley, Wanda Jackson, Jussi & Kantri Boys (as "Sydämein, Niin Mustasukkainen"), Jerry Lee Lewis, Hank Locklin, Lolita (as "Blaue Nacht am Hafen"), Bob Luman, Loretta Lynn, Al Martino, Jaye P. Morgan, Marie Osmond, Bonnie Owens, Patti Page, Ray Price, Johnnie Ray, Johnny Rodriguez, Jean Shepard, Hank Snow, Kay Starr, Marsha Thornton, Patrick Wall, Kitty Wells and Mark Wynter.
"Jealous Heart" has become a standard of Latin music via a Spanish language rendering by Mexican lyricist Mario Molina Montes  entitled "Celoso" ("jealous"). Recorded in Nashville in March 1966 by Trio Los Panchos led by Johnny Albino, "Celoso" entered the Top Ten in Mexico in April 1967 and - ranked in tandem with a cover by Marco Antonio Muñiz - the track reached #1 that summer spending five months in the Top Ten. In addition the Trio Los Panchos version reached #2 - in a tandem ranking with covers by José Feliciano and Oleo Guillot - in Argentina that autumn when the Muñiz version reached #1 in Puerto Rico. "Celoso" has also been recorded by Galy Galeano, Ezequiel Peña, José Luis Rodríguez and Sergio Vega. [dead link]
Maná recorded "Celoso" for the soundtrack of the 1995 Gregory Nava movie My Family (Mi Familia).