| Literature DB >> 21047412 |
Jaranit Kaewkungwal1, Pratap Singhasivanon, Amnat Khamsiriwatchara, Surasak Sawang, Pongthep Meankaew, Apisit Wechsart.
Abstract
BACKGROUND: To assess the application of cell phone integrating into the healthcare system to improve antenatal care (ANC) and expanded programme on immunization (EPI) services for the under-served population in border area.Entities:
Mesh:
Year: 2010 PMID: 21047412 PMCID: PMC2989931 DOI: 10.1186/1472-6947-10-69
Source DB: PubMed Journal: BMC Med Inform Decis Mak ISSN: 1472-6947 Impact factor: 2.796
Figure 1Conceptual framework and work flow of MCCM.
Figure 2Screen shots of appointment schedule and update visit status.
Figure 3Screen shots of ANC/EPI visits (case history & location map).
Characteristics of pregnant women who visited healthcare clinic for ANC
| Characteristics | ANC during | ANC overlapping | ANC during |
|---|---|---|---|
| Nationality - n(%) | |||
| Thai | 70 (56.91) | 31 (54.39) | 55 (55.00) |
| Non-Thai | 41 (33.33) | 26 (45.61) | 45 (45.00) |
| Missing | 12 (9.76) | - | - |
| Education Level - n(%) | |||
| No education | 86 (69.92) | 41 (71.93) | 73 (73.00) |
| Primary education | 18 (14.63) | 13 (22.81) | 15 (15.00) |
| Above Primary education | 7 (5.69) | 3 (5.26) | 12 (12.00) |
| Missing | 12 (9.76) | - | - |
| Age group - n(%) | |||
| < 18 years | 4 (3.25) | 2 (3.51) | 9 (9.00) |
| 18-20 years | 15 (12.20) | 10 (17.54) | 14 (14.00) |
| 21-25 years | 35 (28.46) | 18 (31.58) | 24 (24.00) |
| 26-30 years | 20 (16.26) | 16 (28.07) | 27 (27.00) |
| 31-35 years | 20 (16.26) | 7 (12.28) | 15 (15.00) |
| 35-40 years | 8 (6.50) | 3 (5.26) | 5 (5.00) |
| > 40 years | 8 (6.50) | 1 (1.75) | 5 (5.00) |
| Missing | 13 (10.57) | - | 1 (1.00) |
| Parity - n(%) | |||
| 1 | 38 (31.15) | 16 (28.07) | 32 (32.00) |
| 2 | 34 (27.87) | 12 (21.05) | 24 (24.00) |
| 3 | 21 (17.21) | 13 (22.81) | 17 (17.00) |
| 4 or more | 29 (23.77) | 16 (28.07) | 27 (27.00) |
| Current Age | |||
| Mean (SD) | 27.28 (7.21) | 25.60 (5.88) | 26.24 (7.17) |
| Min-Max | 16-46 | 16-45 | 14-47 |
| Number of visits per ANC schedule* | |||
| Mean (SD) | 2.96 (1.22) | 3.02 (1.14) | 2.72 (1.22) |
| Min-Max | 1-4 | 1-4 | 1-4 |
| Number of actual ANC visits* | |||
| Mean (SD) | 2.83 (1.88) | 4.00 (2.22) | 3.23 (2.13) |
| Min-Max | 1-8 | 1-11 | 1-10 |
| Gestational age at ANC visits * | |||
| Mean (SD) | 23.48 (8.56) | 19.21 (8.70) | 20.63 (7.33) |
| Min-Max | 8-42 | 8-40 | 7-39 |
* Many cases of ANC during 2009 are still on-going ANC visits in 2010
Figure 4Gestational age at ANC scheduled visits before and after MCCM.
Factors associated with antenatal care visit on-time
| Factors | OR (95%CI)* | Adjusted | ||
|---|---|---|---|---|
| Personal characteristics | ||||
| Nationality | ||||
| Thai | 1 | |||
| Non-Thai | 0.79 | (0.60-1.04) | ||
| Education | ||||
| No Education | 1 | |||
| Primary Education | 1.23 | (0.85-1.75) | ||
| Above Primary Education | 1.12 | (0.69-1.81) | ||
| Age Group | ||||
| < 18 years | 1 | |||
| 18-20 years | 0.70 | (0.37-1.31) | ||
| 21-25 years | 0.71 | (0.40-1.28) | ||
| 26-30 years | 0.51 | (0.29-0.94) | ||
| > 30 years | 0.62 | (0.35-1.11) | ||
| Parity | ||||
| 1 | 1 | |||
| 2 | 1.00 | (0.69-1.43) | ||
| 3 | 0.88 | (0.60-1.28) | ||
| 4 or more | 1.06 | (0.74-1.51) | ||
| Application of MCCM | ||||
| Follow-up cases on cell phone | ||||
| No | 1 | 1 | ||
| Yes | 1.04 | (0.55-1.96) | 0.99 | (0.52-1.88) |
| Send appointment messages | ||||
| No | 1 | 1 | ||
| Yes | 3.07 | (1.69-5.58) | 2.97 | (1.60-5.54) |
| Year | ||||
| 2008 - Before MCCM implementation | 1 | 1 | ||
| 2009 - After MCCM implementation | 1.83 | (1.41-2.37) | 1.91 | (1.46-2.49) |
* Odds Ratio (95% Confidence Interval) from Generalized Estimation Equation
** Adjusted for personal characteristics (nationality, education, age, parity)
Characteristics of children who received EPI during 2008-2009
| Characteristics | EPI cases | New EPI cases |
|---|---|---|
| Gender | ||
| Female | 189 (47.73) | 63 (42.57) |
| Male | 205 (51.77) | 85 (57.43) |
| Missing | 2 (0.50) | - |
| Nationality - n(%) | ||
| Thai | 253 (63.89) | 106 (71.62) |
| Non-Thai | 141 (35.61) | 41 (28.38) |
| Missing | 2 (0.50) | - |
| Education - n(%) | ||
| No education | 390 (98.49) | 138 (93.24) |
| Grade 1 | 4 (1.01) | 7 (4.73) |
| Grade 2 | - | 3 (2.03) |
| Missing | 2 (0.50) | - |
| Age group - n(%) | ||
| < 1 year | - | 65 (43.92) |
| 1 year | 61 (15.40) | 46 (31.08) |
| 2 year | 110 (27.78) | 6 (4.05) |
| 3 year | 118 (29.80) | 3 (2.03) |
| 4 year | 67 (16.92) | 8 (5.41) |
| 5 year | 33 (8.33) | 1 (0.68) |
| 6 year and above | 5 (1.26) | 19 (12.84) |
| Missing | 2 (0.50) | - |
| Number of immunizations per child reported *** | ||
| Median | 5 | 3 |
| 25% - 75% Percentile | 3-8 | 2-5 |
| Immunizations received (n = 2814) *** | (n = 2266) | (n = 548) |
| BCG | 30 (1.32) | 34 (6.20) |
| DH | 236 (10.41) | 166 (30.29) |
| DTP | 470 (20.74) | 42 (7.66) |
| HBV | 98 (4.32) | 34 (6.20) |
| JE | 604 (26.65) | 36 (6.57) |
| Measles | 170 (7.50) | 33 (6.02) |
| OPV | 658 (29.04) | 203 (37.04) |
* Data were extracted from cases receiving EPI from mid 2007-8; almost all cases are still on-going EPI visits
** Data were extracted from cases who were not reported as receiving EPI in 2007-8 but receiving in 2009; almost all cases are still on-going EPI visits.
*** There might be missing, incomplete or non-reported immunizations in earlier years before data extraction from the system.
Factors associated with child immunization visit on-time
| Factors | OR (95%CI)* | Adjusted | ||
|---|---|---|---|---|
| Personal characteristics | ||||
| Gender | ||||
| Female | 1 | |||
| Male | 1.05 | (0.86-1.29) | ||
| Nationality | ||||
| Thai | 1 | |||
| Non-Thai | 0.88 | (0.70-1.09) | ||
| Age Group | ||||
| < 1 year | 1 | |||
| 1 year | 1.80 | (1.26-2.59) | ||
| 2 year | 1.69 | (1.19-2.41) | ||
| 3 year | 1.39 | (0.96-2.01) | ||
| 4 year | 0.59 | (0.36-0.96) | ||
| 5 year | 0.05 | (0.01-0.27) | ||
| 6 year or above | 0.06 | (0.01-0.49) | ||
| Application of MCCM | ||||
| Follow-up cases on cell phone | ||||
| No | 1 | 1 | ||
| Yes | 1.80 | (1.48-2.18) | 2.04 | (1.66-2.52) |
| Send appointment messages | ||||
| No | 1 | 1 | ||
| Yes | 1.37 | (1.02-1.84) | 1.48 | (1.09-2.03) |
| Year | ||||
| 2007-8 - Before visit schedule | 1 | 1 | ||
| 2009 - After visit schedule | 1.84 | (1.56-2.16) | 2.13 | (1.79-2.52) |
* Odds Ratio (95% Confidence Interval) from Generalized Estimation Equation
** Adjusted for personal characteristics (gender, nationality, age)