| Literature DB >> 35270225 |
Yonghong Li1, Bo Sun1, Changlin Yang2, Xianghua Zhuang2, Liancheng Huang3, Qingqing Wang4, Peng Bi5, Yan Wang1, Xiaoyuan Yao1, Yibin Cheng1.
Abstract
BACKGROUND: Evidence of the effectiveness of intervention against extreme heat remains unclear, especially among children, one of the vulnerable populations. This study aimed to evaluate the effectiveness of a primary school-based intervention program against heatwave and climate change in China to provide evidence for development of policies for adaptation to climate change.Entities:
Keywords: difference-in-difference analysis; extreme heat; health education; intervention; primary school student
Mesh:
Year: 2022 PMID: 35270225 PMCID: PMC8909389 DOI: 10.3390/ijerph19052532
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
General information of the investigated primary students and parents in the intervention and control schools before and after intervention.
| Intervention School | Control School | 1 | 2 | |||||
|---|---|---|---|---|---|---|---|---|
| Before | After | Before | After | |||||
| Primary students | ||||||||
| N (Person) | 427 | 405 | 499 | 539 | ||||
| Age (Year) | 10.5 ± 1.03 | 10.5 ± 1.00 | 0.3882 | 10.4 ± 1.03 | 10.4 ± 0.95 | 0.3515 | 0.1814 | 0.2484 |
| Sex (Male, %) | 52.9 | 53.1 | 0.9447 | 59 | 58.4 | 0.8678 | 0.0430 * | 0.1123 |
| Parents | ||||||||
| N (Person) | 346 | 331 | 286 | 301 | ||||
| Age (Year) | 35.6 ± 6.82 | 36.6 ± 4.85 | 0.0259 * | 37.6 ± 5.37 | 37.2 ± 5.90 | 0.4094 | <0.0001 ** | 0.1804 |
| Sex (Male, %) | 42 | 48.6 | 0.0894 | 52.3 | 57.1 | 0.246 | 0.0128 * | 0.0380 * |
| Nationality (Han Chinese, %) | 99.4 | 99.7 | 1 | 99 | 99.7 | 0.3614 | 0.6627 | 1 |
| Marriage | ||||||||
| Single | 4 | 0 | 0.2242 | 1 | 3 | 0.6686 | 0.5955 | 0.1876 |
| Married | 329 | 320 | 273 | 284 | ||||
| Devoiced | 11 | 9 | 10 | 13 | ||||
| Widowed | 1 | 2 | 2 | 1 | ||||
| Missing | 1 | - | - | - | ||||
| Education | ||||||||
| Primary schools and below | 22 | 20 | 0.5468 | 35 | 25 | 0.0030 * | <0.0001 ** | 0.1059 |
| Middle school | 153 | 158 | 166 | 153 | ||||
| Junior College and above | 168 | 153 | 83 | 121 | ||||
| Missing | 3 | - | - | 2 | ||||
Note: 1 p-value represents the comparison between intervention and control schools before intervention, while 2 p-value represents the comparison between two schools after intervention. *: p < 0.05, **: p < 0.0001.
Scores for knowledge, attitude, and practice (KAP) for primary students in intervention and control schools before and after intervention and the difference-in-difference (DID) analysis of score changes.
| KAP (Score) | Intervention School | Control School | Score change # (95%CI) | Standardized Percentage of Increased Scores $ (95%CI, %) | ||
|---|---|---|---|---|---|---|
| Before | After | Before | After | |||
| KAP & (Full score: 15) | 8.50 ± 2.02 | 10.8 ± 2.41 | 8.26 ± 2.64 | 8.54 ± 2.45 | 2.25 (1.82, 2.68) ** | 15.0 (12.1, 17.8) |
| Knowledge (K, Full score: 8) | 3.30 ± 1.39 | 5.20 ± 1.52 | 3.10 ± 1.80 | 3.48 ± 1.61 | 1.59 (1.30, 1.89) ** | 19.9 (16.3, 23.6) |
| Climate change | 0.84 ± 0.37 | 0.97 ± 0.18 | 0.65 ± 0.48 | 0.79 ± 0.40 | 0.03 (−0.04, 0.10) | 2.71 (−4.44, 9.85) |
| Threshold of hot weather | 0.04 ± 0.19 | 0.28 ± 0.45 | 0.13 ± 0.34 | 0.04 ± 0.18 | 0.33 (0.27, 0.39) ** | 33.4 (27.4, 39.4) |
| Heatwave | 0.24 ± 0.43 | 0.70 ± 0.46 | 0.30 ± 0.46 | 0.31 ± 0.46 | 0.45 (0.36, 0.54) ** | 44.7 (35.8, 53.6) |
| The grading of heat warning | 0.46 ± 0.50 | 0.73 ± 0.44 | 0.48 ± 0.50 | 0.44 ± 0.50 | 0.34 (0.25, 0.44) ** | 34.2 (24.7, 43.7) |
| Impacts of climate change | 3.17 ± 2.35 | 4.58 ± 2.42 | 2.83 ± 2.47 | 3.60 ± 2.75 | 0.66 (0.17, 1.14) * | 8.23 (2.17, 14.3) |
| Climate change mitigation measures | 2.83 ± 1.80 | 4.25 ± 1.72 | 2.59 ± 1.83 | 3.14 ± 2.07 | 0.90 (0.54, 1.25) ** | 14.9 (8.94, 20.9) |
| Heatstroke symptom | 3.82 ± 2.62 | 5.84 ± 2.47 | 3.43 ± 2.70 | 4.64 ± 3.04 | 0.81 (0.29, 1.33) * | 8.99 (3.22, 14.8) |
| Heatstroke treatment | 2.66 ± 1.56 | 3.67 ± 1.56 | 2.38 ± 1.69 | 2.54 ± 1.58 | 0.83 (0.53, 1.13) ** | 13.8 (8.78, 18.9) |
| Attitude (A, Full score: 3) | 2.45 ± 0.61 | 2.62 ± 0.59 | 2.52 ± 0.60 | 2.43 ± 0.78 | 0.29 (0.16, 0.42) ** | 9.60 (5.35, 13.9) |
| Willing to learn relevant knowledge | 7.77 ± 2.74 | 8.59 ± 2.28 | 8.04 ± 2.62 | 7.77 ± 2.81 | 1.19 (0.68, 1.69) ** | 11.9 (6.79, 16.9) |
| Willing to start from self | 8.35 ± 2.34 | 8.78 ± 2.25 | 8.39 ± 2.44 | 7.99 ± 2.77 | 0.94 (0.45, 1.42) * | 9.36 (4.54, 14.2) |
| Willing to change habits | 8.40 ± 2.51 | 8.87 ± 2.25 | 8.74 ± 2.31 | 8.35 ± 2.67 | 0.99 (0.52, 1.47) ** | 9.94 (5.22, 14.7) |
| Practice (P, Full score: 4) | 2.76 ± 0.73 | 3.06 ± 0.72 | 2.69 ± 0.89 | 2.63 ± 0.84 | 0.40 (0.25, 0.55) ** | 9.94 (8.26, 18.3) |
| Pay attention to weather forecast | 0.59 ± 0.31 | 0.71 ± 0.30 | 0.59 ± 0.34 | 0.57 ± 0.34 | 0.15 (0.08, 0.21) ** | 14.8 (8.48, 21.1) |
| Appropriate behavior in hot weather | 1.45 ± 0.82 | 1.72 ± 0.71 | 1.45 ± 0.91 | 1.45 ± 0.79 | 0.23 (0.07, 0.38) * | 7.51 (2.42, 12.6) |
| Use air conditioning | 0.89 ± 0.31 | 0.93 ± 0.26 | 0.86 ± 0.35 | 0.83 ± 0.38 | 0.09 (0.02, 0.15) * | 8.87 (2.50, 15.2) |
| Wash hands before meals | 0.80 ± 0.40 | 0.85 ± 0.35 | 0.77 ± 0.42 | 0.75 ± 0.43 | 0.09 (0.01, 0.17) * | 8.83 (1.10, 16.6) |
Note: KAP & represents the total score of knowledge, attitude, and practice; : estimator of DID analysis. : score change divided by full score; *: p < 0.05; **: p < 0.0001.
Figure 1Sex-specific KAP score changes after intervention for students in the intervention school compared with the control school (adjusted with age by difference−in−difference (DID) analysis; KAP represents the total score of knowledge, attitude, and practice; score changes mean DID estimators).
Figure 2Age-specific KAP score changes after intervention for students in the intervention school compared with the control school (adjusted with sex by difference−in−difference (DID) analysis; the dotted lines represent the upper and lower limit of the 95% Confidence Interval of the score change; KAP represents the total score of knowledge, attitude, and practice; K: knowledge; A: attitude; P: practice; score changes mean DID estimators).
The relationship between KAP score changes after intervention and health education activities of pupils in the intervention school.
| Health Education Activities | KAP & | Knowledge | Attitude | Practice | ||||
|---|---|---|---|---|---|---|---|---|
| r | r | r | r | |||||
| Listen to lectures or watch cartoons | 0.307 | <0.0001 | 0.245 | <0.0001 | 0.183 | 0.0004 | 0.112 | 0.0313 |
| Recess radio | 0.263 | <0.0001 | 0.195 | 0.0002 | 0.176 | 0.0007 | 0.151 | 0.0035 |
| Speech contest | 0.258 | <0.0001 | 0.203 | <0.0001 | 0.124 | 0.0170 | 0.147 | 0.0047 |
| Hand-copying newspapers | 0.245 | <0.0001 | 0.202 | 0.0001 | 0.068 | 0.1958 | 0.173 | 0.0009 |
| Make blackboard newspapers | 0.233 | <0.0001 | 0.164 | 0.0016 | 0.089 | 0.0888 | 0.180 | 0.0005 |
| Theme essay contest | 0.226 | <0.0001 | 0.154 | 0.0031 | 0.146 | 0.0049 | 0.128 | 0.0136 |
| Drawing contest | 0.209 | <0.0001 | 0.107 | 0.0399 | 0.132 | 0.0113 | 0.149 | 0.004 |
| Social activities during summer vacation | 0.209 | <0.0001 | 0.138 | 0.0083 | 0.166 | 0.0014 | 0.100 | 0.0535 |
| Perform a skit | 0.161 | 0.0021 | 0.100 | 0.0569 | 0.085 | 0.1024 | 0.141 | 0.0067 |
| Attended none of the above | −0.211 | <0.0001 | −0.144 | 0.0059 | −0.113 | 0.0297 | −0.108 | 0.0385 |
Note: KAP & represents the total score of knowledge, attitude, and practice; r is the correlation coefficient.
Scores of knowledge, attitude, and practice (KAP) for parents of primary students at intervention and control schools before and after intervention and the difference-in-difference (DID) analysis of score changes.
| KAP | Intervention School | Control School | Score Change # (95%CI) | Standardized Percentage of Increased Scores $ (95%CI, %) | ||||
|---|---|---|---|---|---|---|---|---|
| Before | After | Before | After | |||||
| KAP & (Full score: 15) | 9.18 ± 2.64 | 11.5 ± 2.74 | 9.47 ± 2.61 | 9.61 ± 2.85 | 2.22 | (1.62, 2.82) ** | 14.8 | (10.8, 18.3) |
| Knowledge (Full score: 8) | 4.19 ± 1.61 | 5.88 ± 1.76 | 4.49 ± 1.59 | 4.43 ± 1.72 | 1.80 | (1.43, 2.17) ** | 22.5 | (17.8, 27.1) |
| Climate change | 0.90 ± 0.30 | 0.94 ± 0.23 | 0.91 ± 0.28 | 0.87 ± 0.33 | 0.09 | (0.03, 0.16) * | 9.22 | (2.79, 15.6) |
| Heat warning | 0.62 ± 0.48 | 0.84 ± 0.36 | 0.68 ± 0.47 | 0.62 ± 0.48 | 0.28 | (0.18, 0.38) ** | 27.9 | (17.8, 37.9) |
| Threshold of hot weather | 0.24 ± 0.43 | 0.51 ± 0.50 | 0.31 ± 0.46 | 0.20 ± 0.39 | 0.40 | (0.29, 0.50) ** | 39.5 | (29.4, 49.6) |
| Heatwave | 0.36 ± 0.48 | 0.71 ± 0.45 | 0.39 ± 0.49 | 0.47 ± 0.49 | 0.28 | (0.17, 0.38) ** | 27.6 | (16.9, 38.2) |
| Impacts of climate change | 3.59 ± 2.40 | 5.41 ± 2.62 | 3.78 ± 2.68 | 4.00 ± 2.64 | 1.66 | (1.09, 2.24) ** | 20.8 | (13.6, 28.0) |
| Climate change mitigation measures | 3.14 ± 1.83 | 4.15 ± 1.92 | 3.50 ± 1.91 | 3.32 ± 2.01 | 1.25 | (0.82, 1.67) ** | 20.8 | (13.8, 27.9) |
| Heatstroke symptom | 4.38 ± 2.42 | 6.54 ± 2.65 | 4.65 ± 2.70 | 5.06 ± 2.67 | 1.81 | (1.23, 2.39) ** | 20.1 | (13.7, 26.6) |
| Heatstroke treatment | 3.07 ± 1.47 | 3.89 ± 1.43 | 3.13 ± 1.55 | 3.27 ± 1.55 | 0.68 | (0.34, 1.01) ** | 13.5 | (6.88, 20.2) |
| Attitude (Full score: 3) | 2.38 ± 0.87 | 2.57 ± 0.78 | 2.46 ± 0.87 | 2.45 ± 0.86 | 0.22 | (0.03, 0.40) * | 7.22 | (0.96, 13.5) |
| Willing to pay attention to climate change | 0.87 ± 0.34 | 0.93 ± 0.26 | 0.88 ± 0.32 | 0.90 ± 0.30 | 0.05 | (−0.02, 0.12) | 4.87 | (−2.00, 11.7) |
| Be interested in relevant knowledge | 0.81 ± 0.39 | 0.85 ± 0.36 | 0.80 ± 0.40 | 0.81 ± 0.39 | 0.03 | (−0.05, 0.12) | 3.16 | (−5.42, 11.7) |
| Willing to attend relevant activities | 0.70 ± 0.46 | 0.79 ± 0.41 | 0.78 ± 0.42 | 0.74 ± 0.44 | 0.14 | (0.04, 0.23) * | 13.6 | (4.09, 23.2) |
| Practice (Full score: 4) | 2.61 ± 0.81 | 3.03 ± 0.80 | 2.51 ± 0.78 | 2.72 ± 0.85 | 0.21 | (0.03, 0.39) * | 5.22 | (073, 9.71) |
| Pay attention to weather forecast | 0.91 ± 0.29 | 0.94 ± 0.24 | 0.90 ± 0.30 | 0.93 ± 0.26 | 0.00 | (−0.06, 0.06) | −0.40 | (−6.44, 5.64) |
| Use air conditioning | 0.86 ± 0.35 | 0.95 ± 0.21 | 0.83 ± 0.38 | 0.87 ± 0.34 | 0.06 | (−0.01, 0.13) | 6.02 | (−1.16, 13.2) |
| Actively consult impacts of weather | 0.41 ± 0.49 | 0.52 ± 0.50 | 0.42 ± 0.49 | 0.48 ± 0.50 | 0.05 | (−0.06, 0.16) | 5.05 | (−6.03, 16.1) |
| Appropriate activities in hot weather | 3.05 ± 2.42 | 4.32 ± 2.44 | 2.56 ± 2.54 | 3.14 ± 2.34 | 0.69 | (0.15, 1.23) * | 9.90 | (2.20, 17.6) |
Note: KAP & represents the total score of knowledge, attitude, and practice; : estimator of DID analysis; : score change divided by full score; *: p < 0.05; **: p < 0.0001.
The estimates of effects of sex, age, marriage, and education on KAP change of parents after intervention, from DID analysis.
| Outcomes | Variables | Estimates | SD $ | t Value | |
|---|---|---|---|---|---|
| KAP & | |||||
| Sex | 0.32 | 0.16 | 2.05 | 0.0405 | |
| Age | 0.00 | 0.01 | −0.15 | 0.8808 | |
| Marriage | −0.05 | 0.32 | −0.17 | 0.8642 | |
| Education | 0.40 | 0.09 | 4.26 | <0.0001 | |
| DID # | 2.22 | 0.31 | 7.26 | <0.0001 | |
| Knowledge | |||||
| Sex | 0.07 | 0.10 | 0.75 | 0.4521 | |
| Age | 0.00 | 0.01 | −0.46 | 0.6474 | |
| Marriage | −0.11 | 0.20 | −0.55 | 0.5858 | |
| Education | 0.25 | 0.06 | 4.3 | <0.0001 | |
| DID # | 1.80 | 0.19 | 9.49 | <0.0001 | |
| Attitude | |||||
| Sex | 0.12 | 0.05 | 2.51 | 0.0121 | |
| Age | 0.00 | 0.00 | 0.56 | 0.5774 | |
| Marriage | 0.06 | 0.10 | 0.65 | 0.5142 | |
| Education | 0.07 | 0.03 | 2.4 | 0.0167 | |
| DID # | 0.22 | 0.10 | 2.26 | 0.0240 | |
| Practice | |||||
| Sex | 0.12 | 0.05 | 2.67 | 0.0076 | |
| Age | 0.00 | 0.00 | −0.14 | 0.8891 | |
| Marriage | −0.01 | 0.09 | −0.13 | 0.8979 | |
| Education | 0.08 | 0.03 | 2.85 | 0.0045 | |
| DID # | 0.21 | 0.09 | 2.28 | 0.0229 |
Note: KAP & represents the total score of knowledge, attitude, and practice; : estimator of DID analysis; $: standard deviation.